{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "def integral_data(data,size,n=2048):\n",
    "    data = np.abs(data)\n",
    "    t = size // n\n",
    "    d = np.zeros((n),dtype=np.float64)\n",
    "    sum = 0\n",
    "    j = 0\n",
    "    z = 0\n",
    "    for i in range(t * n):\n",
    "        if j == t:\n",
    "            d[z] = (sum / t)\n",
    "            sum = 0\n",
    "            j = 0\n",
    "            z = z + 1\n",
    "        j = j+1\n",
    "        sum += data[i]\n",
    "    return d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "def apply_chirp(freq,size,bw=400.0,fc=1382.0):\n",
    "    dm = 2.64476\n",
    "    dm_dispersion = 2.41e-4\n",
    "    dispersion_per_MHz = 1e6 * dm / dm_dispersion\n",
    "    phasors = np.zeros((size),dtype=complex)\n",
    "    binwidth = -bw / size\n",
    "    coeff = 2 * np.pi * dispersion_per_MHz / (fc * fc);\n",
    "    for i in range (size):\n",
    "        f = i * binwidth + 0.5 * bw\n",
    "        phasors[i] = np.exp(1j * coeff * f * f / (fc+f));\n",
    "        if i == 0:\n",
    "            phasors[i] = 0; \n",
    "        freq[i] = phasors[i] * freq[i];"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_period_size(bw):\n",
    "    period = 0.00575730363767324\n",
    "    return int(period * bw * 1e6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fold_data(data,block_size,psize):\n",
    "    cur = 0\n",
    "    pdata = np.zeros((psize))\n",
    "    pnum = np.zeros((psize))\n",
    "    for i in range(block_size):\n",
    "        if(cur >= psize):\n",
    "            cur = 0\n",
    "        pnum[cur] = pnum[cur] + 1\n",
    "        pdata[cur] = (pnum[cur] - 1) * pdata[cur] / pnum[cur] + data[i] / pnum[cur]\n",
    "        cur = cur + 1\n",
    "    return pdata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_freq(filename):\n",
    "    data = np.loadtxt(filename)\n",
    "    n = data.shape[0] // 2\n",
    "    freq = np.zeros((n),dtype=complex)\n",
    "    for i in range (n):\n",
    "        freq[i] = data[2*i] + data[2*i+1]*1j\n",
    "    return freq,n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "ffreq,n = load_freq(\"../freq.txt\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "idata = integral_data(ffreq,n)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(idata)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "apply_chirp(ffreq,n)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "mytime = np.abs(np.fft.ifft(ffreq))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "mmtime = integral_data(mytime,n)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "psize = get_period_size(400.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "pdata = fold_data(mytime,n,psize)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "mmtime = integral_data(pdata,psize)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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lOVRKn5mVUTpECCGE1IHCIUIIIYQQ0ldMTSCF7OgEKc2hiY7mkNMhNWVDhBBCSC0oHCKEEEIIIX0lCWgOlczKSg6pO2ZlPSwjIYQQcjJD4RAhhBBCCOkrLrMy2fE5ZDqkdpuhUTxECCGE1IHCIUIIIYQQ0ldcQh0lBFLCoanO75JZGUPZE0IIIV1B4RAhhBBCCOkrZrCyM+ePdI6n0p6OVVkmFCqZlfW2eIQQQshJD4VDhBBCCCGkr5gOqTuKQrnmUEc6lGSaQ8XrJaOVEUIIIV1B4RAhhBBCCOkrpkNq0REGKaGRMitrOzWH7EIjQgghhMRB4RAhhBBCCOkrLgfTh49PAshD2atkTgfWNDAjhBBCakHhECGEEEII6SumWVnHqgxfvm0jgFxzKKFDakIIIaQnUDhECCGEEEL6iksTSNFSwiGHWZmCsiFCCCGkHhQOEUIIIYSQvnFioh0UDg1l0crUv6bmkCz8SwghhJBqUDhECCGEEEL6wt0b9+PZ77sWt6/fWziuQtcrlFmZwhXKnrIhQgghpB4UDhFCCCGEkL5w7yMHAADXrd7tTSeEXzikoHCIEEIIqQeFQ4QQQgghpC+IyDNDhnDIlA1lDqnpdYgQQgipBYVDhBBCCCGkL5jmYy7CZmXK55D9+kf2jWLPkbHK5SOEEEJmCxQOEUIIIYSQvmCai33gd37Rka74u+0IZe/ya/2qTy/CSz56U60yEkIIIbMBCocIIYQQQshAMDKkpqZFKY+pOZS4HFLTrIwQQgipBYVDhBBCCCGkL5gaQSOdmPWmeZjpc8jUHMqgbIgQQgipBYVDhBBCCCFkIFCaQ4kh/GkZmkNSAlJLkzukJoQQQkgdKBwihBBCCCF9QZhRyVp2D9Wm5hBgOqVO/zaFSoQQQgiJg8IhQgghhBDSF0yZT6tzwBTx2IRGbZvmEGVDhBBCSC0oHCKEEEIIIQOB8kdtOpw2zcrSNPnfNCsjhBBCuoPCIUIIIYQQ0hdMmY9Tc8hibWZzSi2pOkQIIYTUgsIhQgghhBDSF1w+h86cP1I4btMc0n0OqRD2lA0RQggh9aBwiBBCCCGE9AXT55D6fe5Z8wvHh61mZbZoZZQOEUIIIXWgcIgQQgghhAwEe4+OAwDOfVRRODTUKk9ZCw6p1b+UDRFCCCG1oHCIEEIIIYQMBPNGhgAA5z3l7MLxIW3GqrSLrJpDFA4RQgghtRjudwEIIYQQQsjsRBh2Zb/z/Cfg7FPn4OU//xhc8KOV2fEhLd1wS2CyLa0OqRNKhwghhJBaUHOIEEIIIYT0BdOTkBACv/oL55SERrpZmXJabXVI3ZtiEkIIISc9FA4RQgghhJCBZliLZT/SERQliZaAZmWEEEJIV1A4RAghhBBC+oIZrcxFS0s41BEU2RxSE0IIIaQeFA4RQgghhJC+ECkbKjikHraZlWWCIoqJCCGEkDpQOEQIIYQQQvqC6VvIhe5zaFiZlVlsyGhWRgghhNSDwiFCCCGEENIXYs3K9GhldofUhBBCCOkGCocIIYQQQkhfqGVWNmQzK+v821C5CCGEkNkGhUOEEEIIIaQ/1DAr82kOSdqVEUIIIbWgcIgQQgghhAw0ygk1AMwbHgIATLTzWPYUChFCCCHdQeEQIYQQQgjpC7FmZS1NOHTKnFQ4dGKijXW7j+LFH7kRe4+OA6BZGSGEEFIXCocIIYQQQsi0su/YON508V3Y0xHqhBjSpEinzB0GAJyYbOPrdzyCvUfHcc8jBwAwWhkhhBBSl+F+F4AQQgghhMwuvnffVizZfBDr9xyLSj+keaQ+taM5NDbZpjCIEEIIaQhqDhFCCCGEkL6gWYth8Xt+3ZlO9zk0vyMcOj7RhjQMySgrIoQQQupB4RAhhBBCCJlWlAPplhat7JzT5jrTD2npTp3TMSubaDvzJYQQQkg1KBwihBBCCCHTipLh6KKcoZbbPbXVIfVkWThECCGEkHpQOEQIIYQQQqYVm36PEG7hkG5WNne4hZagzyFCCCGkSYLCISHEk4QQtwghHhRCrBZCvMOS5kwhxFVCiBWdNG/Rzv2lEGJ957+/bPoBCCGEEELIzCLTHIqU7swZ1qasQmD+yJDDrKyJ0hFCCCGzj5hoZVMA3i2lXCaEOB3AUiHEDVLKB7U0bwfwoJTyDUKIcwA8JIT4NoDTALwfwHlIN4mWCiF+KqU82PBzEEIIIYSQGUasLGdEi1bWEqlTapqVEUIIIc0R1BySUu6UUi7r/H0UwBoA55rJAJwuUn3g0wAcQCpUeh2AG6SUBzoCoRsA/EaD5SeEEEIIITMMM8pYiJGh3KxMQGBeR3PIzKVqvoQQQghJidEcyhBCLADwQgD3GKcuAvBTADsAnA7gj6WUiRDiXABbtXTbUBYsEUIIIYSQWcAHrlqN0fEpPP7M+ZWum6NpDgmB1Kxsso1T5xansjQrI4QQQuoR7ZBaCHEagB8CeKeU8ohx+nUAlgN4AoAXALhICHFGlYIIId4qhFgihFiyd+/eKpcSQgghhJAZwDfu3ITvL9lWWb9nZLhoVjZvZAhjNCsjhBBCGiNKOCSEGEEqGPq2lPJKS5K3ALhSpmwA8AiAZwHYDuBJWrondo6VkFJ+RUp5npTyvHPOOafKMxBCCCGEkBlIrKbPSEFzSKDVEmhbrqXmECGEEFKPmGhlAsDXAKyRUl7oSLYFwKs76R8L4JkANgK4DsBrhRCPEkI8CsBrO8cIIYQQQsgsJ4mU5ug+hwBgSKSRzszL6XOIEEIIqUeMz6GXAXgzgJVCiOWdYxcAeDIASCkvAfAhAJcKIVYCEAD+VUq5DwCEEB8CcF/nug9KKQ80V3xCCCGEEDLjiBAKveznH407N+wHYEYrE2gJgXYiKQwihBBCGiIoHJJS3oFU4ONLswOpVpDt3NcBfL1W6QghhBBCyElHjEjn23/zUiw4fyEA06wMaLWEVeuIZmWEEEJIPaIdUhNCCCGEENIEmRAnUpgzR3NILZA6pU4SS75dl4wQQgiZnVA4RAghhBBCppWq5mC6z6GWEBhSmkOUBhFCCCGNQOEQIYQQQgjpC7GynZGWYVYmBNoWG7IVWw9hwfkLsf3QifwetDUjhBBCglA4RAghhBBCphUlr4kV3IwMF6esLSGQWC4dn0ptzW5Yvat0L0IIIYS4oXCIEEIIIYRMK1XlNUMiNysTQnR8DrmN0/Ydm6h9L0IIIWQ2QuEQIYQQQgiZVqpq82iyIbQEMNRKQ9m72D86rt2L4iFCCCEkBIVDhBBCCCFkWqnqkFoXDgmk2kO2UPYKag4RQggh1aBwiBBCCCGE9IXRiXZUupZhVjbUEQ65tIL2H9M1h6qV6Qs3rceND+6udhEhhBAywxnudwEIIYQQQgjxoQuHlFmZx6oMh09MZn9X1VL6zA3rAACbPv76aoUkhBBCZjDUHCKEEEIIIdNLVZ9DhR8CIuCQWj9Ol0OEEEJIGAqHCCGEEELItFJVXmP6HEo1hzy5UCBECCGEVILCIUIIIYQQMq1UjSAmCmZlAi0h0I7Mg5pDhBBCSBgKhwghhBBCyLTSjcBGiFRAlCRx+VT1OUQIIYTMRigcIoQQQgghMwaB1Cm1z6yMPocIIYSQalA4RAghhBBCppVu5DVChH0O6WZrlA0RQgghYSgcIoQQQggh00p3ZmUCQgjsPjKOjfuO2fMv3IviIUIIISQEhUOEEEIIIWRa6cYPUBqtLP171fYjEfcihBBCSAgKhwghhBBCyLTSreZQS49tH8ifikOEEEJIGAqHCCGEEELIjKHViVYWDYVDhBBCSBAKhwghhBBCSF95zbN/LjqtckjtQzdbYyh7QgghJMxwvwtACCGEEEJmN//1ly+2Hr/4z1+E4aHiXqaAQEA2VIBmZYQQQkgYCocIIYQQQsi0EhtB7Def9/jSMSGAVkhzSPc5VKlkhBBCyOyEZmWEEEIIIaRxVm0/7BQCdSOwqe6QmuIhQgghJASFQ4QQQgghpFFuX78Xv/2FO/Ctuzdbz3cVrQzAUAWH1BQNEUIIIWEoHCKEEEIIIY2yaf9xAMCaXUcbz7sl6HOIEEIIaRoKhwghhBBCSKNs2jcKwC2Y6SaCWJzPIUYrI4QQQqpA4RAhhBBCCGmMux7eh6/d8Ujnl8PnUJdmZSGfQ8Wb1b8XIYQQMlugcIgMBEkikSScvRFCCCEznZXbDmd/uzWH6iMEMBTSHGroXoQQQshsgcIhMhC89GM34byP3NjvYhBCCCGkS46NTwXTdKU5VEVrqMt7EUIIIbOF4X4XgBAA2HN0vN9FIIQQQkgD6MKhXghmYkRDhVD21B0ihBBCglBziBBCCCGENMaxMU041APBjBCikil6jIDq8IlJfPuezQVH1oQQQshsgppDhBBCCCGkMWLMyrrxBNQSQEg2pAulYu50wY9WYuEDO/Hsx59Ru1yEEELITIaaQ4QQQgghpDF673MISAIZqNP3bTqAl3385mCe+4+l5u1jk+36BSOEEEJmMBQOEUIIIaQSUkr8cOk2LqSJldEIn0PdhbIX0eZfF16/rvD7f196Hz5z/UP1b04IIYScpFA4RAghhJBK3LpuL979gxX4xLVr+10UMoAUHFIDODHRxgU/WonDxycbyV+IsKmYOr/7yFjh+MN7j2HjvtFGykEIIYScTNDnECGEEALg+MQUhlstzBnmvkmIIx2Hw3sZaZJYGJ9Ksr+lBC6/dwsuv2cLTpubTzu7cVQthAialSlM4ZAEKjmzJoQQQmYLnAETQgghAJ7zvuvwe1+6s9/FmBEwohOpgjI/HGrlQei7MyuLcEjdOT860S4db1M4RAghhJSgcIgQQgjpsHrHkX4XYUYhhAgnIrMaCYnJdqpJNDLU0o7Xp1VBc8gkkbL2tYQQQsjJDIVDhBBCCCGkN0hgomNmNlcz2ew2Wln4enuCoOYQ5UaEEEJmKRQOEUIIIaQW1BsiNvR2IZELh+YUNIe68DmE7vwGtSkAIoQQQkpQOEQIIYSQSiitDVqVkRgmOmZljTl7j4lW5kggpfQLltimCSGEzFIoHCKEEEJIJZTWB9fRJISUMtccakg4FONzyHU2oVlZNHuOjGHDnqP9LgYhhJBpgqHsCSGEEFIJ+vMlPnRH5bpZWcEhdZfRykLXHxidwIs+dEPpuIRE23KxoKizxEs+ehMAYNPHX9/nkhBCCJkOqDlECCGEkFowWhmxUfA5JIHxLFpZfqZOxLB5I+m0VQgBGXH9gdGJ0jEp7f6KuvGBRAghhJwMUDhECCGEkErU0fr4k68sxms/e2vzhSEDz2RHc0injj/px50xDwDQEvWuB1JNJpvmUL9ZcP5CfOGm9f0uBiGEkFkMhUOEEEIIqUUVvaG7Nx7Aut3HelYWMphI5A6pdW2hOppDj+0Ih8anEjzhrPn1yuNwSB1rVrZ08wH8/pfuxPhUu9b9fXzmhnWN50kIIYTEQuEQIYQQQioxeHoXZFCRUmJ8Mun8rZ+ontfjzkyFQ7uPjOGtr3gaPvS7z61RHrvmUKxZ2XuuXIllWw7hkX2jle/tLhO/KEIIIf2HwiFCCCGEVCJbzNLlELGhtQsJYLKjOaRHCaujOfR3r3g65o8M4Vee/mgMtQR+67mPq5yHBNAuW7nlRLZpOrAmhBByssFoZYQQQgiphFrWc4FMYphoSDj0nCecgTUf+o3s93CruMc51BL+MPVwm5XlCSoXq2uoOEQIIWQQoOYQIYQQQmrBYGXdsfXAcXzvvi39LkbPUaHs2wWfQ93nOzxUbIBzhsLT2sRhVqYEnaFy9UKQQ9kQIYSQQYDCIUIIIYRUg6vZKB7adRSHj086z//xlxfjX3+4EmOTzTs3HhhkLlDRNXaa8LNjCodGhsLSSpfmUNVQ9hSMEkIIOdmgcIgQQgghteD62M/rPncb/uCSu5zn949OAJj5ZkXLtx7Crev2Zr/1dqELXdoF4VD39zXNyuYMDwWvGcRQ9nRITQghZBCgzyFCCCGEVKKqlsVsZsOeY85zrY76yUyvz9/94p0AgE0ff703XVt7zDo+h0yGWkXx5NzhiD1PCatfotysbGa/C0IIIaQu1BwihBBCSC1oWtMdSrYRcqI8U3jvj1fhQEcbSiFl3k50c652Dx45xqwsCTikDhWrF2/q5Hj7hBBCZjrUHCKEEEJIJahc0QytjnToZBEOXXb3ZoxPtSE0qaHeVqb0aGU9eOaRCIfUTZmVNSkX5fdECCFkEKDmECGEEEIqwVD2zaDMymaKcOjmtbvx7Xs2e9NMJdLpc0g32erFM0cJhyTQTnznZ8a7IIQQQpqGwiFCyMAyNtnG529cn4VBJoQMBmr9TLOy7lD1N2gOkl389aVL8G8/WuVNY3sUpUk0pdmSTfgkNDUZifA5JCG9foWCZmU9eFcz3ecUIYSQkwMKhwghA8sltz6Mz964Dt+6279TTQjpDxQOdYfSHEpmsPx79Y7Dhd+m8ET/qQtlRsenGi/LnCifQ36tpVjhD9s+IYSQkw0KhwghA8uJyTYAYJyaQ4QMFNR0aIbWNGoOvffHq/Cs917TeL6v/887Cr/NJ9F/F4RDE7lw6NK3vLiRspih7a1Iv7+jfgjqZojiGCGEkJMcCocIIYMLJ8yEDDh+9YmpdoIv3rIBJyba01SemYXINId639lddvdmjE3Wl3wcGZuMSqdHJ1O/FbpD6uPjeZv4tWf+XO1y6QxHaA5JSK8wjsMOIYSQ2QqjlRFCBh6q7w8OUkpcfu8W/N4Lz8UpcziEzFZiNR2uXLYdn7ruIRwda96E6GRgSPnimQEOqfceHY9KZ3sS1YXrQrBjPTAri3dI7dEcCjTuwX9ThBBCSD2oOUQIISSa29bvw7/9aBU+9LM1/S4KGQBCgtvjHdOhExMUDtnIHFLPAOFQrHZT2WePtD5nL8yFh1sxPof8Dqnjtbia27WgWRkhhJBBICgcEkI8SQhxixDiQSHEaiHEOyxp/lkIsbzz3yohRFsIcXbn3D91rlslhPiOEGJeLx6E9A8pJX50/zaMT9FsgJCTneOd3f4Do3FaBOTkJHYtq9bZgup/VjKH1DNAOhBbQvNR9N+99q0UZ1YW0hxqsECEEELIDCJGc2gKwLullM8B8FIAbxdCPEdPIKX8lJTyBVLKFwB4D4BbpZQHhBDnAvhHAOdJKZ8LYAjAnzT6BKTv3Lx2D/7peytw4fXr+l0UQkiP4RqfAMhW/KHmwHW2n5mkORQr15GQEFrL0C87dDzOb1EVfvh//mf2d6xZWSLdUcmCztZ78Kro4J0QQsggEBxFpZQ7pZTLOn8fBbAGwLmeS/4UwHe038MA5gshhgGcAmBH/eKSQeTwiXSyt/vIWJ9LQk42OF0mZDBR32ZIWKgW4C1KFa2oepkJwqFY7SZfsh/dv72h0uT88lMelf0dFa2sg6vKY99Fk016BiiOEUIImQVU8jkkhFgA4IUA7nGcPwXAbwD4IQBIKbcD+DSALQB2Ajgspby+i/KSAYRzftJr2MTIdHP7+r3YsOdYv4sx8IjA1ykzs7JpKMwMRLnImRFmZbGaQ6VoZdP3bDE+hxQuIZCruFPtBA/vPcZNC0IIISct0cIhIcRpSIU+75RSHnEkewOAO6WUBzrXPArAGwE8FcATAJwqhPgLR/5vFUIsEUIs2bt3b5VnIBX54dJt+OcfrOh3MQghZGB589fuxWsuvLXfxRhYqpgYAbkQZDZz8aKH8cC2Q4VjM0lzKNb0yUx3y0N78fDe6RG0jgzHNzSXQM51/EM/exCv/syt2HW4eS3pwX/7hBBCZgNRwiEhxAhSwdC3pZRXepL+CYomZa8B8IiUcq+UchLAlQD+p+1CKeVXpJTnSSnPO+ecc+JKT2rx7h+swA+Wbms8X05uSNNM544zIaQ6IY2g2eyQ2uy/PnHtWvzORXcWjp2MPodsjzI22XxkMhtDFdqZq85dr+KWh9KNy7FO8I3Z16IJIYSc7MREKxMAvgZgjZTyQk+6MwG8EsBPtMNbALxUCHFKJ59XI/VZRE4iQmYFhJCTD8rtZjexglulhTELZUNR34jSHFqz8wiOjjXvrLkfzJS+wRU5zaU5NNqJ1Dh3OJ06N/mY3AghhBAyCMRoDr0MwJsB/LoWrv63hBBvE0K8TUv3ewCul1KOqgNSynsAXAFgGYCVnft9pbniE0JOZmajtsHgc3K+k+lYnE1MJUhmgIZIFYLRyjqPW8Uh9aZ9o+FEJwmqXt77k9V4yzfu63Np/MR/Iv1r41XGDOlQZnL1BaMTU0a66FuFy9JcVoQQQkhthkMJpJR3IGI1IKW8FMClluPvB/D+GmUjMwxufJGm4W4qmS6mo6k949+vwe+/6Fxc+Ecv6P3NekxsdalvOHbJfu2qnXjbt5bhK2/+Zbz2Fx9Xq2yDgl5HLqGgLstYsvlgbwvUJdE+h2ZIt+3WHLKnV6ZxM+X5CCGEkKpUilZGiA0qd5BewzZGes10rfeuXNZ8KO9+kEchi4tWFqs5tHpHGu9izc6jtcs2KOjCbZcgYiZpR8Y7IZ8Zz2X6HFJFDkWOk5a/uqVbgVM7kdxMIYQQ0jUUDhF89baN+OtLB1udncxOONcl0wUXVtWIra3cIXVcepUspKVy+MQkPnDVaox3nAMPIgXNIUf7mklR3Kpqi/WDKjIp852on0HLT1lM329Gx6fw9Auuxn/etKHfRZkxrNh6CJv3zx7z1dnK0bFJfPGWDSedOTchvYTCIYKPXL0GN6/d03U+7HoJITonJtr4lytW4ODoRL+LEoT9Vz1Ci3El5Iles3cyDC28P3vDOnzjzk24ogeRN3tB4vBvMzSDpEMhjZo8XY8L4qFKgAxXtLKQcEu16UYfs4vMDp1IHZl/974tDRXm5OeNX7wTr/zUomm51yevXYu7N+6flnuRIh9ZuAafuu4h3LBmd7+LQsiMgcIhQsjAMgMsE2Yd6p3ErGV+uGwbvr9kGz59/UM9LVMTxCx8/+1HK/GT5SeHWVi3xGqHxJqfKXLNIT9qYT/VHlyxnl5Fs82sbCbgDGUfkG4NisaQoqpfLzK9fGnRw/iTr9zd72JMG9sOHh8YTdyjnQiDE1MO6TzpC1PtBP9916Za72Xd7qN4ZBYFregHFA4RQgaWAZlfEI1s8R7xbqTx7yAT8zzfvmcL3vHd5T0vy6AzNtnG8YnUnCukqZEtXCNXrplvosALaUX6h+knummcSxAxgxSHEPslS9k//zfdmJXlPof812X9WgOPeNniTdiw52i0s28fM0nQSE5Olm05iJd/4hZ8976t/S7KrCFJJN5z5Uqs3nG430WJ5vJ7t+D9P12N/75rU+VrX/vZ2/CqTy9qvEwkh8Ih0hiDslNATj6qmAqQwYFvrVl2HR4biB3Q3/z87bjwhnVRadWoEOuQOnaBrhbCM8WVhDNa2TSXoxuiNYf6alYWjymwy30OhTSHlFlZ9w/63p+sxm/95x1d1RmnXmRQ2LDnGABg6YBHXjyZ2H10DN+5d8uM8h27/dAJAMCky96a9BUKhwghhPSUmbB46XUZuxWej0228dKP3YR//eEDDZWoPrpKd0jmk1Q0eYl1SK189QzypkSMWVms0GwQiHZIDTkjvnmXEChU9qYfbRAEvoQ0yUz4/k82ZtIm6tGx1Nzv9HkjfS4JsUHhEOkaqjKTXsH5xcxmJnUNTWgBePPvMvuJdrqAvOHBwXKsGXrFuc+hyPzirMpmhFmZjktzaBCEQ0ki8bGr12Dn4RPedDNCc6hCdbY1mcyrPr0IiztOg8OaQ8V/m6CbrKp+Y4T0iljhPpndKOHQGfOG+1wSYoPCIUIIIbOenmsO9Tb7vhGOVqbSxZqVicJ1LlozwKxMb1Oucja1oJ9sJzjWcb5alWVbDuLLt23Eu763wpuuihPyfi0Oq2xW6WZlujZcbJvqts9oWuuNwqHBY5A1G3vBoG4Wz663MPgc6URYPHUOhUODCIVDJCMUoSMEO19CeseHf/YgFpy/sN/F0Di5vvheP01Ti4TBnHq7yczKKhY8VF25z6GZ0Q5dZmVNhbJ/6zeX4Lnvv67WtWron2z7zZtmi1lZbJvqVgCm36ab/kGVYyaZlcwWZsJ30BMG5Ln5RQwmR8dS4dCAyhJnPRQOzTDW7jqCE50oMU3jmryG4LdNeg0HEOC/7nik30UAUHdncEBmih56vcPbVO6DVpNme7hj/b6io9/On1UdUocW3q1I87N+oj+D0yG1sP9dlVse2lv72tj7VjEr69dr6cYhtaLbjbJYpOPvyvnQrGxgmSnC66ZgEyQxHOmYlc2yz2PGQOHQDOL4xBR+43O34x++c39P8ndNlEjvWXD+Qlxy68P9LgYhjTKTdrJ7rznU4xsMALeu24u/+No9hb6sukPqTDqEdbuPYsH5CwsmP4rMrGyAx62CQ+oIn0OD/rVUMSvrG1V8DrkcUkdePyhmZYP7BZAB7p4I6RtKc4ifx2BC4dAMYnwyVfm+b9OBnuQ/1e0oxq+8Kz5+zdp+F2HgmA0L6tmA+R6n2gm+ettGjE/1RguyDr1ua93uIGfaAQ2UpUn08uw+PAbA7r8lVquhlcuG8MNl2wAA16za6Uw3yIsvvWguQcSg+uiwUc2sbIBfTAeXYNEU5G3cewz/ekXzUQILmkMNVNdMaUljk2287yersgXiycys0xzS+u9ec2RssrafNdJfJttpC5lt38dMgcKhGUTu2LM3+bfbNc3KZsqMZECZCZNoMjjMpPbiijz1nfu24iNXr8ElizZOf6FcNOT/o2fIwj8zhlxzqJpZWZJI7zUzzeeQO1rZNBfEQ6gmZ4ZZWT2H1Drm9/8P37kf31uy1ZKuWtmavj7Pp7/fwJGxSfzBxXdhk0XDz8a37t6Mby7ejItu3tDjkvWfGdI9NUY+5vf+wX/pP67Hiz50Q8/vM+jM5DY2k8t+MkPh0AxCZpPs3jCV+J1Rkt7AzpFUYZA1JWI53tntG50YnF0/3T9ML77JrheSgyoWCkUra6DYtjyUOVa/F8Y+9LK5vttBCGUfW4LYNpj0QTr0+uc9Hm952YJqoeydDqmLv0OOuuuiCzb1ur1i6TZsPXA8Op9847A/bemmNbuxdPNBfO7GdVHp1XPPFMFuN8yGZ6zDniNj2Hn4RNf5TExx3aIYgKGkBvw+BhEKh2YQvZ4A1PU5pHbqBnbxMuBw8kCqMCjtZUCK0RiFyEG9yD+Q687DJzA26Tazy8yzmixUA8RqasS223w88U92Z5xZWYTm0KCbmEVrDmH6p/xf/PMX4f1v+MVK17j2w8xvdcqhVd3onEfL6v/9YAXedMldlbPoV+tR9Tjo7bcf9HK8llLiY9eswbrdR3t2j17xko/ehF/52M3Tdr9B3kSYzfC1DCYUDvWJB3ccwSevXVupw+q1z4m6PodcpiMkDlYbqUK/hUNV+h9X2kFs83qZelHHoSx/5WM34+3fXua5Ps2gl3UnpcTFix7GgdGJ6Gv09WAeUjsnqVhufTzxtbVWR6pSN8rmdKAXzdWmxAA5pA7NR6bLUXM3VIpW5iioqSg04dAc6qVZ2f5j8d9glk8PG5CvbWSmo/1uwNPMVDsJanj1UiF//+gEvnzrRvzZV+/p3U1qMii9MgWWg03VdkIh3/RA4VCfeP0XbseXFj2cOeWKIZt498rn0CBvwZ7EsK9zQ220MjPR+nMmvMeiCVDz5fXlqfzR3LR2jzPNdNTg0s0H8Ylr1+JfrljRWJ7qsavWadHMr3xt5ptohnSgMZpDg8z4VBvv/O79UWkl+jeJrzI/cvmBMsvu0hzqlkIbN85VMzfsrcsBwD9PUediyzxDPtkgH164Br/6yVuw9+i4M8109E+D1Admmp+DU6QorlqxAwvOX4g9R8b6XZRZgeopqrbdrgMnkSgoHOoT6nuotGjKkjY3BfjiLblDwG6FQzNtMBgUBmlgH1S4+5Mzk9qL67UNytu8e+N+bNiTquTrtdoTn0OeczHaL9Px2tVmxdGxeF9QoXeZaQ5Fll+IfHHhNyubAYsQrWzOaGUD8zX4WfTQXhw8HhldSs4EcbB7zmP2sS5/jN0+o6/ttirMzqfjG/DdwqYxGMNMH9dvW7cXAHD4hPu76OV4rWpvkLQpZuor/c69WwAA6/cc6/m9ptoJDsf2pScpqsVWbbpUYpgeKBzqM1U+jNznUPrvlv3Huw4F/anrHsr+pkSWkMGn38KhOpOnAZq7FviTr9yN11x4GwDD51AvhEOePGMmPIO0AHCRmT4XTM3UuVifQ+58dbKQ9wNcL7qIxKWlojNdCyuzzmLCT5vV/HtfutOd1pJe5/R5w/4CdkGlaGWRDqldTm+7bXs+gXQdR+X9ErZU1Rw6WTDn5DZ6Oa3OBOm9u0VtBrFMg8L7f7oaz//g9V2v3xQzua6rlr1XwQFIEQqHesyJiTYe3HGk9vV7jo5lE5N8AAaOjU/hFZ+6Bef/cGUTxQTQjUNq0g0DvLYhA0iTk82jY5N41nuvwa2dHdAQq7YfxieuXdtcATplODrW/120oolH/vemfaM4WMEHj+cGTmIEftPZTVS5VyhtblYWl58eCll3Tl1KBxXKPi7fflD0OeRI04epvdnc4sagYqL7txxypgy156Ee2tI1YVZmlt9l/t+95pC9zwGqCVoyIUWX5fHew+tzKP03VttpgD/ZSqg68b2rWAHimp1HoqO9KTj3njn87hfvxHc72klXrdgBABibaEbQMcgbJCGqlp2aQ9MDhUM95h3fvR+/9Z+3Oxc/vu9isp3gJR+5KfP/kDn9g8DxTgjo29fHLepiYCj7/tBvTRAys2hyIrBu9zGMTSbRk9JtB/PQs02V4nn/cT2e9x/XN5RbFzgW8r/26UV49YW3dp297zuP0xzqughBsjVOFY3WQNrMkXZkni1tN9wX7EAtpmdK/+k2Ycr/7peJWUz7qzInTyPZuy8YGhANE5fmkHm4V3MjX5VWkZ/ZNPaaxlfW/BusVoDBaAX1iYkgGfvdvPGLd+JzN67Hlv1+B9c2ZkgXOLA8sO1QYW7TC5ZvPYTzr0w385VwvKl+ZTa9/yp+ekl9KBzqMUs2HwQAjLvUkj1DrpqwXb1qFwBXRIjmhteufQ6dNPtB00u/au2+TQfw7Xs29+nupC7N7pzUzytGSDVT/KkAxZowBQ5VonfF5G8SM0ecDiFInbcV6verOqRW49s3F2/GiQm32r36DAZ5YuxrU1maBsq/ZNOBSunVLe/fchDjU+2ouqxkAi9D/nR6qDlUIW2Mz6HJduLWHOry3UntuzfzqmIiNh1zL2/b6Pw7U5yrN0VMkJjYfk9ZCLziU7dEj/G6liWpz+9cdCe2BKLONclQR8WOWjD0OTSoUDjUY1qWnc+CKnGNHVoBNCJRKEXk6DKUPalHvwb2P7xkMf7tR6v6cu9YOOcp04uxsdef8Ex4jXV8Dv31pfdFC1h933mUQ+q4IjVCk4tN9WyxOept8ZuL3XWrFl2DrDmkv3P3pLb78r/pksWV0kspsWnfKH7vS3fhA1c9GDUGVannRErvN9RTzaEKebueST/+x1/21W3vNtSqCFqUcLmXwviv3r7R6Xg5xryqmL6xYvWVGF9LdfqnWF80eWCbwSEPKDAYpRrE5cnIkNIcaqaOcquSmUPdaGX0OTQ9UDjUc5SKfP4B6P1Blc8i1xzKu4Bu5ljmNzkIEtlBGVCmkwGo9oFnJg16vabJb6Tnn5vHLGjQCIVOt3Hz2j3RAlZfjoPikLqWQ1vLeCYg0E4k2onM/LrElH+yneAbd23Kfiu1e9siuqpGUj/QSxZlwjRdDqkBHDyeasOt3n44SjjZZD330udQFVzrDP1zXObxraTYeuA4Pn/j+srfqPTMBav5HAprsHTLp657CO/7ib2vU9945ftXSD8xleBbd28eiHmqIuZ11/lsxibjFsCDUxM5NSyTZx2ZWVlDJlK5Welg9KtVqPp9MHDS9EDh0HShtWfdztQ1mfjx/dux/dCJwrV1hUoRRUrL1WVH1cTccTrn+Vev3IkF5y/ErsNj03dTG+zrSAV6ojnU40nFT1dsH/gdn35GK4tySD2N/UQljVbH8ff9ZBX+7rIlmeAh5hkvvXMTNu4dzX7rYe1N1IJ0pswVXc6PbUcf2HYIR3rspF3/5puuw9CrrhKmvSpVejKnQ+rIClHP+bffXILP3rgOmyv6i9HvYs4FY0zvPnbNGiw4f+G09Q1Hx6asx3Ozst5qLv37j1fh+0u29uweVVHvrAmzMp2xyVjNoWZVh/YfG5+VG7TTzXDn255syudQI7n0lkf2jWLB+QuxbMvBwvGqZW/TN+60QOFQj7ENGvrOh+3DmGoneOf3luNNF99VOK77HCqYmNXEHATq78g0NyGYzk7ue/elk4w1u+pHk2sC+moiVWhyB796TvXuPdmWuGTRw7WunS70J7PVcddhq2eQQ+oqt3I91/ZDJ7Dj0Fj2bDHlNwM3+Hahcz85g9t/6kWL8W8jkAomfueiO/FXX7+35j07QrNEOuvGPKzK4KvJagLD4r3/5MVPKpzvpRChStbuUPaRwqHOv2oxX7Ul+tpujHLVl2/d2Mmn4o1r4irSdAholbBUabwNApmmpNesrHq+0cIh499u2HbwOH75wzfi4lvrj9Opf66kuUI5ODg6gXd9b3nvbtBjmtccGtwxUHFbJyLuj+/fDkBru5XNygb/WU8GKBzqMbbJbUE4ZBGCqrMHjxcnyrZdiq7MyozfgxCtrC+dXJ/7mpmy800Gg0aFQ10ImWNKoee760hzGnrHJ6a8zorroPc9tm+ya+eznnNRwqFp6KhqtQNLsYRIn0lC9w2kXxP3LDE78oNkZmLiMicvpDGOq58x5kyu/I6MTeJpF1yNSzrCA1+5gDhNGVv7c9W9lMX2/qhT5xTOD0y0Mk/5Y2iyTzDzqmdW1p96rexzqEZfprQt2gO0OMyEqp6GUE9zKNKsrEEB+Y5D6fh8y9o9tfN47Wdvw7u+v8J67p3fvR9v/to9tfPW+dyN63BlR8gwEzDfz3BHdbIpberB+SLcqK7B/B6qaw7Ve9orl23DHev31bp2NkLhUI+xheItag7ZdqjteeVhM5uZADTncyi861gtp+mhzjxqsp3g4b3HGi3HTJD6k8GhvzLc+n1Pk638Oe+7Di/5yI0N5mj6/7D0yw3mbxKzgBgkGciwptbgKla7o7mSaQ4VfDrZr3E+okeTK9YHwa9/ZhHe+d37o9KGmGon2HYwwoRIK5ozWpn2d6oV3KWGGoD9x1Ltiu/et8WepqQ5FM7X1u+4FjdmdqYWjDKZ6oUso8r8yO2Quto9a8+cPBdWEQ7FhFRvAleRkkw4FJdPvikRX2IlUIzxjzVd5MIZX5rq5T0RrTnU5EZR93k9si83CTbL9uPlO3B7Q4vzmeZbx+xPlOZQY8IhLf+jY5PYUtG8dTrIFCXMZlax2dWts3d9fwX+oiHh5GyAwqFpQu8o9cmsrT82O1X1u2BW1gMxSl1HX02O1f1RHIq/6UcWrsGrP3Mrdh4+0eD9SYgZNhfoKYPsgNdEn8T5nK/W4ei43f9FE1j75a4X7e7rB8chddy9dIfCLl9N6pnUXC4pbIpElsezeFTZxW5qbNw7ih8v3xF5Zz8fu2YtXv6JW7DnaLw2nFtLpbudVBtVu8skYpVrO+OaM5jRysz3qBb6vTAvU1nOGQ5Pb13v5IfLtkXdS0qJPUfGcLyjxVj1aXx9QiXzuD5LjnOHuNWuq5Jehf+O9Qc1HcSUJKlRN+ORwiFVgCZrpFebz/2mjjbg3qPjGG1gnmHO2YYbjlamt4A3XbwYr/jULQ3l2yDKf6D62fm36ny2333dbIHCoR6jOlq35lAZp+ZQFq603s5L6T7G3et+dE1+qtPpf6dOzd29cT8A4OBoc85CZ9Jif7rpxYL4gh+txDfufKTxfKeLXrSX6RG+DXY7Dzmk7rb0vu41yiF1l/ePoziBczEcoSKgBATKgaS+4RfrCyeLdufIH+hP9JJbO/4TDh33jwN6yaL92HT5OHrdxuQlEbfgtpV/ciqxv0tZHMvN/kVpDvXSvOyUOUPBNN0uNCSAl3z0Juw9Ol7vek+fU0VwNtX5uHrfj9tvoKqxl76khjqrlUGKVqTafrdaoSZjsaHss3JUvsWsoZsm+eKP3Ijf+s/buy6D+X56qTn00O6jXeW19+g4Fpy/EFetaGYjRaGmDDYz6nYi8f0lW6Pqgz6HpgcKh3qMzcFnQThUoVfXQ9nrWkR1MW/dreZQEwNUXzSH+t3X9Pn+D+06ihsf3N3fQkwjl9+zBR+46sF+F6M2Tc6Nqwvf6t+8qEkweBT9w5Sfs8lFu0ktwUkfKWgOOdrEVCKRSAk1l9PrVP219UBR/d3My6mKDk1zqA+Txcz/n+Xc6PhUNsm1bQqZY3bRIbXoeoNEIl+ku/KSslh20x/Uf9+1CYdNwZclq8kksfvngv97Vwv9XkQtU/eaNxwWDjUtaN9TUUjkNyuLz2fK0bamC31u2iuU5tBAmpVFaIVWEZxV9jnU70nkSYT5mqpGILRh9jMjmc+hau/tk9euxYLzF5aON/n21+9JhUvfvmdzg7nqihLF0koJXL96F/7ligfw+RvXB/Oh5tD0QOFQj8knt3mDrqo5ZApfhPF3U9QNEThTByY9TPKLP3Ij3u1wpGe/trly9Lv2Xve52/A331zS51LMbhacvxCfuf6hqLRNaVNtO3g8m2g3pUruY4Dm9Fb08tkWjd0uJH2X62OC23Gx/USSSLzju/dj+dZDXZTOvJf/vNOsLHOM24mWhVwrpbgpAix6aA9+9ZO3YOEDO533yTdXbMK6/mkOqTvaxoFffP91+LvLlpaOxzg/1iOR1i6btPs6LKQxHVIrDQgASzcfxPt/uhoX/GilNY3OxFSCq1eW318prVFRSmNopNXC486YhzPmDbsepzLqVnNHYszK0n/r9qnmZX/05cU4OBofTavgh8t4JzGh7BUTSnOox/14aN7TS+GUEihOlzB41+GxUvREkxjNnTpz9dhgC6rNDPrY2jRV2tkg1E1JK1BpwVXUHPqSI+LrTLA+cGsOSZw6N+3/b1+/N5jPIAROmg1QONQHqvocUiTaKNMLLZ266noz1eeQPr7sPToe7WegafRntk20ycmNWph84eYNUemb2DndcegEXv6JW/Dp6+IEUjnVZv966kEXIuulm+65lj65i3FcrLPn6Dh+snwH3tqAgFefdD+444hz8joUsXBty6JDar3dSkis2ZnuUD6w/VB+vEK9q3xvXLPbKmA6MdHGeKR5RmWyctrr4eZOxJ8oJ9wNtzX9ntsOnrA64Tbvqbe58an0nZshw23FvGXtHvzDd8r5J7L4tZu1pAQfw0MCd53/61j+vtdacu8OXVPju299qTVNHm2q3j1sfdrhE/Em537Nofi+droEJq4S5dHKendvpTk0XcLgl37sJrzus7d50+hC1VCaKgKNaLOyAR5SB61s/fRbWfI5VFNzyEWjdd2j9+aMViZzH0wP7jwSzKcX7equDfuw4PyFOHQ8XrB/skPhUI/RtVMU9aOVqV3+ZiTFJcfXdXfPui6Jnlf/doH7hf4u//7by/pYksFlEM2QmqLqZ9fExokyf8jCZdeo4Jhy6xOyQZssmoR8tTSh0eHC1Kqpcr3NdNlkqp3gn763HA/tOoqJqQR/9tW78cC2Q870e4+O4/VfuB03rgmHNXaNG1PttDdXQqEk5hmDd8vR14hvv3xZSZD17Pddi1d/5tYKOcbj0xwqpNPHfYcpWnkc7rJsxvU/Xr4DUkp88Ra38DnK55Ulyc7DuUPus7Vw9VL6n0NpDg0PtdBqiUpaMiFspk3Pf+JZ1rTqu6s9n+r2Xel/m9oFlczKpsvnkJ2qPod8ZpkulJ+z6dSS2HHY73A+1+p3l6lOlOFoszLj30Gil3P56dB0bhKzJpQwpBc+hwaVzKzMOC6lzA7GCMt68f1f1BkbH9wRFk7NFigc6jG2sbKgXm7VHLL/1gfgJmy8XeZr1fNpboiqW4Y6O8SDEgFrBvTrJzXXrtqFFQ2a5FSl6mA3E1SIbQx6qfXyWX0O1XiCK5Zuw9PesxATU4n3vcVoDrmOh0yIAGDD3mP40f3b8Y/fuR/rdh/FXQ/vx3uuXFlKp7rE0YkpSAkccZhVBIYwAJ0xStrNymJpWTZX8jIUD9occW472FxUSZ3Yxa1ewlwQAdz1cB7S2aZm3y3m2LZ+zzF8StMSNO/gEzhftngT3nPlA9ZyKS0joCgYSJ8pT+9ySD3SS1UTjVAI9n5tvBcE0sa5GEGLSqIWVb2uzVA99vL+qs0MpENqTxpd4z+WsdhQ9pl0Kj5vZ17dZ1GLOtHnBmXuHktZc0i15XrCIbPOBl0rG3DPUySq+dHsxfR3qtN/xmhEzxYoHJom9Aatdwi2du40K9DUU5sYH11CqH5SpwzXrd6FZ/77tTNW6jsdIapnKtNRM2/71lK88Yt3TsOd7LS17zqGXjSX+CGx2s1nluaQ9nfgfCwfXvggEgkcG5+KW0B47uPapXY5erRdW7xn+ZjabFCTT6efo4jytpOi5lC7wjNm5VHHrWmLR6em0TF1Hp46/svR6+zPvnpP5ldEL7XuT7AutusnphIjTfFd+Myr3vuT1fjOvVut7UXflBnSZpMhAbauOdQrYt5M0qXmUEy79F7vSRrTtpQAabr8cLg0NmSN7yFNX/z9qk8vwis+eYs1baY5NFDCoeK/9jTVBWexoexz2VCDdVJjfXz4xCR++wvFqF6xn0EdM/k6S/h+zj+k8Xnm0crqFcpmmtU0TWtn5VY05bJXab+92BxV/afS6CIUDvUcm52lPo6r49sOHseP798OwKbRI/HQrqO49K5NaZ7pFLLrstk+0nr5dF0ULa/qmd20Jo205TOTaOqeveiEB33R3EvaicTl92wJOubrZRSUflN1Y3EmaQ4VBS6DXm6tj7ZqDlVHCSyGh4S3n2lbxoTy/e3HM0ePEeURQtfG8QiTLOXScZlGF8yoktTnUC5ogvWaB7YexoLzF+K+TQcs5fVpDtnLPB3kjmD9d3UFogDyRZGepql+ziyWqW1hljqqT7Gk0c1f9LD0iZSF5OZCQy2ORnowGder8Et//iJ8960vdQreL7t7M25dt7f2GNxtP1H4Joy8YjaxVZ1PTmXSmQp3r44r+9znUHf3f2TfKLYcsEeHGsoEYYMzjkjLXyZJjVczSBHZYlj00B6s2l5vc9amUfrIvlEAqd+4j1+zNlqTykbVJtmLqnf7HKon1I1pH4O26eza6JHGWBGiF0+l2uBQL8JnzlBYEz3GZmdZ0BzqnPiDi+/CO7+3PJ1IW1r/b3z+Nvys43RT1xyK7fim2gne+d378dCuXPW+1gTRQpMRE37z87djV8DO26S+hLv+RKbRaGWD1YdPCw/vPYYF5y/Ee3+yChf8aCW+dscj/S5S3wbTqiaijfgbq52HZjoSkbow7xvwdl5cqNnOV38AffJXqAojr2K0ModwyLE7n2n7RGoOqfmPf7e7U65AWXy0paE5ZPgcUo+xeON+AMBNFv9G+YSyfEPzeadTaKpuZa5rSur+hrCskNahrdPtU9jqyrYAK5oyhvO1aw5pZmUtUUjryzIzK+uB5pA+H/it5z0eL33ao51Ci4PHJ/GXX7+39r26DavsE5jHCFrUtzypfA51VZr65C4P4tLX+VRbA6k5FJ77qvJWmafGygxiNJcGHbPfvnbVLrzq04tw3epduOTWh3HJrQ/jm4s3FdLMtL1C8/Uo4XhdbdeyAkE4Ta/YfWQsE+bdt+kAbnhwtzVdblZW3qioMnb34rmUBhetynIoHOoxNs0hWyj73UfGs98xTqqrToTX7T6GHy/fgXdokUuampTW/VgPjk5g/7HxwrFtB0/ge/dtrVeOesXo+5p18DUqikgp8d93bcLo+FTtPG7sDCCX37MFQDpJ7zf7K4QgbhLVH8QOTDNLc8gu9OjVE2zYcwyv/syiSuGkAeDQ8Qmv8AaoqTmktGYSsy6K6WIW6vlCwBRAVBPOq0WKrR2pJpgLLuyZRpmVtSUSKbOFjjnu2TRkq6mXl6+fbsw69O3oloRZqm0Y6bp9Dikt5bIIrfRDue8d971XWDRzdfMX3V9Duhuc52Uu5pTCUC+EQzZCXWvdPjXOkbd0CpGK2nRFYpx0Z2ZlyudQjxc3QZ9DFe9fRWCiUg6SVo16rb4S1ZFlxbbHbGO2+i3KeXWRiU2QGZud+W08uOMwAGDNziPZRrppFjvTcPkcqqs5VDIri9g86RX/46M34VWfXgQA+MNLFuNvHVFTM41l47gMbCSY9GKc1/0BkhQKh6YJvT3fuWG/dry8mxgS2gghMtO0aD8lUZ6vm5Fix/LCD92AX/7wjaXj0zRfHJjdh5nWIS16aC/e/9PV+PDCNf0uSqMcG6sv7OqG2GgmuaC5+3uW+5TqV8YM0tPdtL90ywY8vHc0CyUeyws+eAM278/NGWx1bBNmhGhnAoBiv14yMUrC9epauKujsZMmnxma6TTStah1CfrU30KoUPZ2vy56WVuWDZQYymNn/nfITDWWsck27li/r3Q81xzyC2Fc5dPTFoQoaEJzqNxWS+WShrDSUu67Ht6PvUfzzZsrl20vpXE5pDazM7sXlbYXPh5sfVlIK7PuHMa282/m9dkb1+PpF1xtNY3x3baSWVl7ejSHnD6H1HnNZPWqFTsai8ak32OwzMrCgnndV2gsVTXSmlww12lDtmeLLZLLXZbo/A+YeXNkE3Oc6NbnkE3YDxTfw6DVmWv+mhgbCSF68VhKCNmeJt9tMwEKh3pMphavNf7P3rgu+9umERRq/OkEsjPgaF35/mPjwR0qfZJUCqEbuK8LafzbLU2GtZ0JDJptcAg1ya2qnRHibZctxf8yVPyns2r69Ray9x+rOTRoo74Px854r75wNQmrYzq+7WAuHLJrb9onZDGYu2M+jRNXvqHj3gWKdnebNquJOucWDoXL1U7Sc1azMi2dEhS0E5Q/Qo9HapcmDgD8/L9dYy9URf7hO/fjL752D3YfsZs6m3NJn6NQlyCpcFR03+dJyxzCttOcaz1IHBu3+/R4z5UPeO+lO6RuFRYm/nlMHq2sF2Zlccd0mtUcKh771t2bAcCqaWs6BtepEq1MCUz65ZvP1By6/sHd+Ifv3I8v3LS+8Xu0p9HxfAipfUMu8s2feGKFQ/n9+0s3zot9mmDZRoYpbO5hO+9F1mb5lVC87iaGS/NYiPKxqvS6LVm1sivctDcOqdUcpfGsZyzD/S7AyU7uDyIuvZT2j6eYZ/ljOjI2iV/+8I14y8sW4P1v+EX3tca9dOouOpsWbgxV7J1jQjn7qLTI60HX2e+BvSoxi8sQ5pUSEteu3hW8Zy/xteMLr38Iv/TEs/Ca5zy28fvGmpUprYJGNIdKO/u9qWCXs+JetflYLSwbBc0HyyQhpNHpQxrX+/reqqHsq/S/Qoh8Ym25zFxsuLIujhX2ROkuXMuhOZSna7VSJ3qpQKH43lyq6Gl+RtntRe0K5T+hvFNbfiZrOq1U5vjazvIwbtrlgyQyTqNJPcOuw+P4xLVrO8eK70Z3OG3j+EQuHBrWBD1JIgsLOLP/Vj97Gh1Gyzo0ftSt8hgtlkxgHTS9Kf6K0hxqdbfIrIyjTHqb+eItGzB3OG0Le46O29PXuXfnoqY1h6SUtYUNMYL5qj4F9WuC9zfK0Q3dmKj5Hu3SOx/BoRNutwHlPrOc8UwypbfhEvzWNisLBBiw3bPf5IEwisfNMSdEL55LaYBOV9THmQCFQz3G51ATcHwooTxFWVJ8pNP5Xr96t1c4VLhX4HcsTX+rQxU1h+oKDrqZlja5mJ5pmkOq5mZaqW34/MDo/OfNGwAAmz7++sbLUFWg0Yv2Ev8NVWv3Nr8mvUTdoU6foGssWjWHzN8VnicVfGjCESO3okNqex6uu8nAecA+ofI7sO7spEUIqmxJBPJoZTbNIb2wPrMylxNLW3qvJpRRqa/97K04b8HZ+OjvPc95jY5rrCwL+Yx0hfZfPJfVh0Wrpxue/4HrceO7Xlk4Zk56pczLs++YfQEfw54j+bWmQ+pWhDZFL0LZ1zEru/D6dd7zLuxCt+Jv1faswiHPq64Syl6Zp/TerMyO+j6vXbULD2w7nPlUcUc3g/e8DfV9Nx2QQcr6c8gYs7Jsrl4h33jNocGYhdmm7ONTbVzwo5WZX0kXrvcpBCCMzYrsXI0y9tO3Z1lzM2WypqAzJpT9oAnU8j2p8nhXpay9eK7M5xBlQxk0K+s1auLbaXRlT+3lCa5NYFTMUjSzUxDRwcRlZM+vLnXDodbv/PvbiQ5YHx7EpepbBd8b7qXZlNlGi7uQ/XkRVZ15ziirMrs8oPdmZRGV6QsdbWvbPh834XsVJx4+h9ROn0MuoZEs5+FCaOmtu41G+dxaTOFyqYhVauKlW4Po+SpNUSVMKuThqeTQOKljCrnW7T4WXLT4fPK46ryaQ+pOXqX7eosFoONA3ZuweG5iSpbOuq7XP53QZ7RLM7fT5TymMMoUdKi6mNMLn0M1epdL79pU614xi/ismq3FcgtZY/bIlEBuuna8XQIrVQ3KcXCsmVuVN6Xu0W2EOMAU2tbPL+9LI/qpGoIwF1cs3Ybf/9Kdjc5Y1HdT74ssX3X7+n3BPhYovs+jY5P4QmcjDtDG8fIiKMhkO8FUO+lbBD+dsjAnLFT052ceKWc0aMIhr+ZQH8qjk5mVDVid9RMKh3qMqTkUmtDGOOcqaA5FlsO1UzN/ZChPE5lXKe+GP+2qmkOZJkvFYgyKQ+qZ1h3pTidjSJJytBbflYc9KsjdYpZDdyjar3HBJtA4fGISK7cdRpJIPPU9C3HZ4k1ZvTczgBXzsH0LB0YnsOD8hbh9/V7ndeG72KVDdZ7gxEQbn71hnT9yiaOfsyY1CqGbs9omVqVFfIWnkDA0h0yhgkdw5LrGLEd8s+jsktmeMZu0dtJ4zJHM+5uFmEqSjlCsnJeeQxai2lJ+3zqwiuZQnQXlUU80RumoQ18/ZxbhH797P258cHfhvQmEv43JdoIXfPAGvPv7K5xpTGuFsuaQtNZtVRV/Hf37GZtMcMTj4F9Nxod74HNIMR3Du83EyTziFxi6844RcKs6n65oZS5cQvkmi6O+uVvX7e3ajM73XVYhj+roTqP6hCY1h/7fD1Zg2ZZDA7Ox2I2bUP1ZL7yhqMHncmJsCoBtY+Mv/Ns1+I3P316/YA3iWvfV3VCP0xwq/j46NokF5y/Ej+7fVuueTWHToqpSDb1o83RIXYbCoR4jDGmp2a6tH0ooT9RfQOhjtwTw5LNPwTmnz/VeG6Lbj7W0gz/LHFIPmoQ/RC7wjOPXP7MIz37ftf5EWmb7R8e1w83WjfndTGqDQb80cmwOK9/8tXvwhovuwEQ7XWB/6GdrSmHGe83K7YcBAF+5bWPtPIqaQ92V+z9vXo/P37QeP1i6tXD8+MQULl70cKp5AvsixYZZj/o1ds0h/28f5qLbt4B0+hby5O27zsRhzVS4R75L774+eJ8kLVPu7NEuHFP1niRlrVnf4qusfQX8YMlWXG/xXRajmWWiO9x3vXufBph5L/O+y7cewt98c0nhuxBCBMun/FRceX85epjCFKDaBKqu9lJX+Fxl3J7oOLKermhlvcIuPDXSeFT1fH1CzCaZSpKblfX24d1mZZ3yGCuKulrgNvSq9vknjEFG9LdR+USkyYMkxNdFrOyrCS0qRTfjczcOovX6X7/7WDHfzr+hsrmqYcOeY9bjb/jCHbjgRyvTvCMELd3iFA7VzM9lpla8R/HotoMnAACXLCrO565dtQuf7Pic02m6H80FYsX8q0Yr64lZWVvNURrPesZC4dA04ZrAm81cJhGdkzaBVJ1ybKhWffIgZVqeZz3u9EKaWN71/eX4TU0yX/eT9e3gTwe9WmsnFjOJbu+fJBJ/9Y17cdeGcnjl6UJNAGM76U37j/u1PQz2HytHQWuqRZR2+nXNoX6ZlVmkQw9sO1xMU2Nx62O65JH6bUwNiaoc62gi6BPi+zYdwIXXr8Mnrl2Ln67YnpnqxOTvE9TbNYe6WESYk0MzylWEQ2rXO5PGv7FliWkDtrK4wuiaZZhKEkgtj0JENuSTQ93nkOud2IpqLswTKfHPVzyAt1621FtmPTz73397Kb54y4ZSeiDVnMvLax+3yxpg7vHdaaJn+imyptLzCSQAMDZVjD5m9r/6eymXp147943b5qnxTnlGeuBzaDqxCdLKrgLsx81jZla+OZ2UEv9503rsOJya9U1V6fi6IDQ1M4VBje7zaRV02tzm3KU2YlbmyaJOtLLYMlWZV8UiBHBsfKrQT4ZoSnPo4b1FYY4SqJW/jeLvqu9w5fbDmcnbdGwK2qJFAtX7WlXPvjE4vyesacy6e9u3luJLix6uVI46uByeS1lt7dgbzSElHKJ0SDGzR+YZgLnbH1IHNB2XuvKU2t91UY7A1A5VW0p8/Jq1zrC9Jlcu2441O49oE+UuCqNRdb5Y3yF19QtdHayNp11wNd79A7fqv5lnDEfHprDoob34u2+VF0DTRdUIfFWZ6KH43hxUdc2hfilw+fzk6OGus52Wvo5fFb+ZglCruzurBZC+o/6HlyzGsY75z4mJxKoh6cIbTt52gaWvjsV0uuhzSO3KNhitLKI4QmgTU9vCNuIZ1bHf/qXHl25bFHKl+alnG5vMBRZ6ti1Pf+LTciqVzbdA076Zl3z0puzvq1fuwqeue8h6zcHjuXDINdEOaQ7puLo122TZR4xwWK9rIBfG6Pdw5VJ3sVxFM2K8EwVteIZrCds0N8pOyTt9uKVafVXtq5qDxycLJjjT5ZDahSsil0vAVUfQrld1t8KhotC2q6w6+bkzqbOZE6sRZAqBY/J91/eXY/3uo950r/vsbXjxR26Mzreb/Vy9v9Gd44tCGn8e3WhQ9dqp95qdR/D+n64uHMsFxtUwLVEUMQEbQt/cLWv3VCxNNcyxXC9evx1S52ZljWc9Y6FwqMeYUYPL7bq8+xlq+0KEJc7tROJ9P1mFDXs8g0Bn8q4maPc+cgCX3Pow/vmKB/wFMLPp8ltt6lOvm08lqXXFvK9c5lb9V1Tp7IaGcuetPg6fmOyZY+fcsVz9/G1zCfWt9NIPkLnTq9/LfA9fvW0jblu3F70m21m0VIra0QhptVTFzCFeUFrt3sUAVd2VW70rc0Gp11tel+HnKQlCHGZP2bHA9aF7FSdDxfMFwZQj39BxV7vYfuhEIWRuHhzBmluxXB6zmeeeeybOPWu+9bnyy3J/Y7o2nGlK5Sq/r4+p5HOoxjdzYDT3fVYuR/rbrB9ftDK3o/Fqk/gozSEjBP24sYiUsGu1StRfaFXR+B3LzMp6Ea1s+kQk7/vJ6tKxcrtM/7XValHrrpjCZ5JVCqzQNoV/Ep+8di027Rt15lEHV4nyDQ4jveOCrPg1w7ubdfmnX7kb7/re8ui86i5MXfh9o6X/VmmXsf3V+GR5NXv4+KTTnOqhXUdx5bLt+Ifv3O/Nd/uhE1H3V3Tzzfn87WVzTeONm3d71/eX175/rzWH3vy1e3CrMY8MjdkhXH2MPo9zKSK43tVbLr2v8LudyEY100x/hvrxSnOpxkqUQ4fUZSgc6jHqY43XHLI3/kIEEbg7NHV47a4j+Obizfin760oHDd9DiVSZh2w+kAmKu5GdLvo8zlnVWw/dAK7Dts1mrJHqvhhdzOH7FcfoupKF2qYHD4+ied/4Hp8+nr7jni3ZHbgXdSBbamlFv2TPRTfmwIznyDqI1evwf/6+r0931nyOazMNIdkuS/pNU0sscyQwd0Q48RWZouU6sIh3bmsXYvFXMTHY5pM+aJyuX0O+e9oO7vv2Dhe9vGb8dGr1wCoozlUztNcCBZMY1Qard1axyrtmJIP3L/loPedlMsRLqsqSx2BR8HnkHEu3/00xi6HECktX7gMQlcLdhEhcCppDlkWkTYNRJej6hiqBJJQ5RnpSbSy/uLSvrML49yV7atO86o8Olj6e8uB4/jSoofxN99cEixvFULRysyzoU2HKu+qKGgtnlu8cb/XB1cpL/27bEA6ECPErmRWFlkmU+gLAL/7pTvxmgtvtaZXQ6e1uF1UQzffXNsx9gmhba4Hynb1yrAPKufmSs/dCZRrp3oQiRSnWZnNZFWm/hgXnL8QP1mefxux7+qeRw7gGf9+TbUCesjGTMtx39yonE/z70tlqczK7tt0AJv3NytYn2lQODRNuNTQy1NJ+46evthp6U4rs86zeI2K+HTKnKHCeb1jUBP3ocyut95H5/roo683ftukty/7+M146cduKh0H+hOho8kBpY7UfNJjW6TMIX72wM4uSuVGWBaFTWAKKfV7NUUpWlmEjVaTTh9t+AQahfJlvlmaL4OvnpsSAnZb7Ew45FhQpn1n+neczyFTKO0XZOnHvrRog3Wx/3eXLcGVy8rRQFLNIbfwKcohtWty6xBUAGnIcwC4b9PBcnpbXsZvn1lZS4iSMEOVQT2PhEP7yHLvTfuP46crigu8vKy2ya8hYHNU0GSS1BKoHjjucUid3bN43OcLwh1Ewp63C/1ZXH3TCUM4VDLVlW7hYC/MykwhgVrU9tLn0HRqEOmU/FP5vjePwMPvc6j4W22o5BsIxeNN4SqR6xmbtBps0u+e7bu87O7NuGN9PV+OvtLkJnfx+cXOOUxzUQB4xKMtlpvwuvPXv9XjE+6Ig7Z861B8r2ZZ1PH0xNLNB7Dg/IVYFzCLK+QR6Y81Tx+ddeT9w/eMzsv4vvMMy2kTKbHjULqh/vkb10ffo1d7j7lArPg9JMbcKNT2e7k3qrrLP7xkMV75qUW9u9EMgMKhHiMM4U1IcyhdRFjyMfKUxnHzmsPHU+HQWaeMYP+xcazddbRYIKDkc6guTX+rvTKHMondlbDRZAdVKSS21yQkpddz4tysrNl8bZpDTd+jZFYWobHh015oAp9ZmdWnxYCovsYUw7X4qfMEynSirDlUVqUORci+bvUu3L/lUOFY2CF1zievfcjqt+G61bvxLkuI8aNjU7hdW3iUnNYGtJYAd337nDabCAivMMnE51NFdIRDBQGgVGnyiaDVaa9DaLLP4ozeTG+7Tt3LxlS7e80hs3Zd47nv23Q6gNZ3yxH+rvTTrscyF40ln0OOa9uyWFe3V1gs+/wHmX3b65/3eDz57FPwv37lKdH5x9KvcO6Kqt+v67xZnUs3H7BGFQLcoeyrVMWx8SnsifQ3aeL69noVebbJETDptPn3/ngV/uJr9wTTbz90Ahde/1C0VuxNa5Qvl3omdDqj41MF4Y9Nc8iH7vw/hue877pK+dfB1zebc82FD6QaQnc0GJCl19Mp2yfgGj+CON6fLZe0WtXkMn/OfvWPbgWJollZaL7dy9dFh9Q5zbn8J1ZM571mlJpyZAu7/WXRrEwEJ6VKc+jM+SN43edus066lSBKCYdqLzob3MUB6mtqVL1KSeErCWfUQixwiRl1wUeVx61U1h51o6opNimkkJqQctJmMtfQiObacbWdU/RaGJO39/Iz6t9CXu/17nN8Ygr/46M34fN/8gKcNnekXiYVFcjDU5h4VLvwhb+22d7b+DtrRKv8b7vmUPFglU353/rP2wu/fX2e0zeNo/7U0ZC2k8IXHt48Zmv7l929CQAwJJSwqSxU0zWHrOG+tQlhXS2A0EaLorZwyOeQ2lEGX7QyV/liTAQK5wNCTAAYNzWHbA6pHVphdfu7KptMjz5tLm77l1fVuk+IfpuVVTEL9dW1qY3xBxcvBgD8y288q5SXSwO2ypt83Wdvw/ZDJ7Dp4693J3JUrst0qsmFqE/DpCpF4bSsZELy9m8vw/Kth/Cbz3u8nqMz/U9X7ADQjObQX3ztHty/5RBaIu2TTN9iYXqzsddNdi4/L2rzAfBvoMXSr/mdbS7iG7P9eaXEjH1ptOT8OtVndKPl1Q0u32tSFvvG0Fjdy/dFh9Q51ByaJmI1hxJpn0QUOhhh2zUt/nvohNIcmuPeje2UZ6hLTZC8owtn8OrPLMKLPnSDcb1/gh2iTtSxwv1rPHdoAv/qz9htvhU3PrgbOzpO/6osjmKqRvRoAqDdoLH89XFKOSfVnWs2/Qhm2yosyrXj+oK212ZlLmeernvXXUxv3n8cR8em8Ilr4nxR2ecQ1e7t2l2t88WqXR2fhkImZqtxg5DZQqjaTaewPkrCocJiJe6a/Hj8O9E1fWIcQNsEO5++Po2S1GqJUj2r5KrdJkk1zaEqxPocmmjXMys7WHBIXTxnjrcK/XudmEoKv139iG4iHGMKpWfjNCubMKOVlTUMbFcmSX3h0OmeCFLmU/W6T7Xdc7pwfo8BYWylzRwj6YShOVTn2as6IS4Ux7Hwc83N6rz9JoMbFH0OpY6aAWDucDoH8fWpyp9X4d1FzcvicbmUVNquShBrCoFD+DSHuqnRbsz8fJYCWXSuTLCh7lf9Pq5Lei4cMl78oeMTmhZNxbWOen8BJQNACV3UdaIkYNt28DiWbj5Qvq5Hm8qmQ2q9z9CfJ+QUWj+9/dAJ/NGXF2eWMqF7u1B1Qs2hHAqHeoy522+TmhZ/2zWHdJ8BArods13rx/Q5ZJZH3SuRMlP9nQ7FoYf3juLAaFFYVV4o1StI5ct6sAthY+/R8dKxv/nmEvzuF+9M87LmL/HRq9dgpRbhRx0P0Y25nI12IvGZ6x/CnqNj2SQKaF5wk2kO9XDhUApl74hWpn9v0yUc8kUrs6Wviu5voMpkrjCRrjhBLy5+7H/Hkvscsg9bujaEb3fMdNarKDrGLJ+/bnXR6aVZhyW/Lh5Kmp8FIaW9dtwaCTk/WLIVb/nGvVH3tvY7pbTufPKJu359+kt3pG7VUNL+jvm+7MI6ow4d9XN8Ygo/quCsVlHwOVTDrOwZ/34N3vHd+4Pla7fNvP3lKuyyOhKbIa5Nh9TKpLxUFimtjqpjOH1evCJ6Lxdk/fI1pAgFCwkdy/Oxn71/y8HSdWpR0+1GWQhX/tn81ihY6FVUeVWy2NF0hak5dGw89a0znGnRR+ShFSKmOFWeNeRaQY1vNp9DMdfZ55yVsmrsWl//b7rNsI05IVxRsrLzpfQVMo/AnIu86ZLFlUzBdVxBSayaQ7KoOZTnkfLyT9ySaSMWr6tYqKwM8UIdQHt2WRxdzfHQd5+LF23AvY8cKPkqPD4xha/c9nD2HYWeSdXJdGxazBQoHOoxpvPekDmYLu315ml89GabHu0MdubxQrQymZ5XA2JdiXHT3uMraw71W4/cwNQgePFHbsSRsXJY5D0doZGt/ibaCb5y20a84aI7nNot08XGvcfwhZs34CUfuQmv+9xt+PKtG9OyNPzeVTucMgShdfjiLRvwo/vLjoHN723KYVY2vcKh9F/bxLtgVpbtbtS7Tx5dKg6rOnTFqigKlrqrR+VXwwyZXQxlH77Hs957rfV4OyCg+fDCNc48pZSlBbhPk6i0uNPK7Vqcu55Mf+R/vuIB3PJQGjb3vk0H8OXbNjrTx/h28wnqW6LsI0f9rerSdb2UUjMZqNcuzOtcYXc/vHANPhfhkFNKif3HckH+sbGpTODhmtiGHFKv252bF7uq2xSGh2qjsLB1ZFoKZV8KdW4vT5LU35w5zSMcMsfoXvapvZgPVHGd49bwsx2TzvOufH7vS3eV2r7VFLsH/HDZtizyoY7pZFbhrLcabcwXyt7HHev3YcH5CwuaUfr1+iJ6dEJpBXkEFpYGFqc5FN+IQt9HXeGQr8/tRmOkm2tDYwygta/8htGob8M5fkZo4Zj8wr9djfdcuTK+EBob9hyrZG2h43p/tlzSCKn5dxl7r/pm3oF8jTWwLiDTn6eKz6F8w7OY5hPXrMVHr16LazsbemHNoTSfaepGZwQUDvUYU4sjNBGO2dXXfQ6ZDq/1fIDy5NEcnqSmOVRbYlzvMid1HVLXjrZW617uczYNAt3Roy+ije3Yv/94VfZ37YVUIiuZveiYc6EHth0C0OwOi5S55lAhvHzN/D513UP4p++tKB0vRyvTf+d/6wvNfpqV6XXRbSh7fWJh5mCd8NpUlSublTnKUimXlEwbxVEGifh+1kbRIXXVa8vf/UGPqrPZx7nC+RZwlsl+4g8vWYwrlpYFpCp9qN+xldM8J4SwmmOqZ3BN9GwCJcDtt8Y6+TW6s3f/oPy9A8CW/cetx02+evtG/PKHb8zSt6XMomnpZdx2MDXPBMrvaokWFc7E7TC7KAwvCgws36AuHHK8nlAo+//58ZutebcTWXv8PX2e24+ZuTCuK4DqFy5tRRtVfA75asF3znxFqg2Z3XgvqvkrHYHzH12yGE+/4Or0Po77hUPZC+w6PIZXfXoRth6I+05t9/HxvSVbAQBLNuUmNKZQrrxpG5+/mV8ThL4P1U26tGBd+FwOdPMI3Vjj+K41fbbWmThkJrXOYTU8HzeZbEt8594tUfe3Cqtl/L10lDCkvIYoZ5RITeMK2jhdMXpbLL558ru+vxz/+sOVhfwLc7XCmBZYI1v9cBavOdIZn9X3Ea85RLMyBYVDPWRiKsk6PvOD+PVn/VzhtyKR/kkBkH7bLgeZuVp/+ts3yKjdw6FcvakW3Y6L5vVVo0PFjhfXrtqJpZvzyXudBapZzzbMiTiQm/kB5eez5aTXyY91k4iIqsnbWp74rZctwc//2zXhiy24XkcTpgH6O8iilTk66CuWbsPPHtjR1f1KmkMOUyLdUXWvFzJqsLMJaJr0OSS079ysh9hvwbWod6Z3XRt5Px3ldLWkDan9XVddG4gU0GjoKdpJWXNId2gcomBWVuF7+9odj+A1F94WfZ/UJLlzH8t5W4AEFycm22VhRuffTHMooi/X7+HSNLAVI7b/McO6u1BRhbYdShepSSI1M5P8Xu/87nKtXMUyfMSiVREqb2k8CHxjMaHsTc0h24aFrTxTiay9SVTFrCxkOtANob7sVc88x3v+BU86q3RspILqkFM4VHFB7jtnCvDMNjQd2tT3bjqQ+xZzFDam2q5YuhWP7BsNLrZjTG9tqPgFLg3stuEXTWoaF7HEpG7UrEz5HKqoOZSHE7fc06H9ZeOt31yCF3/kxtK1dfBdq8py2d2brdFBY1B15DbXLv5uumey1aepPROdV3Z98XgmBCpYhsjC8VxQ5KeuFpjvWa5ctr2UTvc9pN+ziuaQmtPet+kAVm0/bL8gULY0n/RfOqTOoXCohzzj36/BgzuPACh3Brntb3kyHuovUuGQfxKf7eB6PjTld8B0UlfVbr3bzrTKgqQb3vatZfiDi+8q37/G/XyX2AZsXThkTuht70ifrOgTrJiJu22BfGMWTjVl28H4XTqXCmvTCjWZz6Ep+yz6//1gBf7v5fd3dQ/XjmvnFhm65tBUhYXMwdEJXL1yZ1dlKpSv4Kw2T7/r8FhBgBVDYZcl4pFs/UDVb9MlELL6O0kklmw64Oyz1KTB/F6zCZHUFrY12mbhu6x4fTuRmGgXhRCmbzWdUpSrgtZS/OLyQz97sEIpi/lY72Mc8jWx4xNtQNjfq/pkXMKLovZL/MTQlYePLREaCau2H86eQ7X7tpRW5+fFhWVcGXxpbaajipDjWFdbMTUKbFqjtkunksQqDH/FM/wCFQA4zeeQuvNcTzvnVADAMx93ejC/2gRWtyGfRLbTVSKxudql40vwXOeZuxmn1HjVL39Lrs9WL087kfjm4k0Yn2obbTj9V69jlyZEfj6+bC7Tk6xcsigQPTHZrm4+HTWexhPWHFLCoWqaQ7aNw+xchXyuf3B3wZdmN1NB37V6+7lp7Z5aPrXUpo3zu+zx5p/PPL/urc0yZ+Zj2rHEELqomg51EXWVZ2Lnhtmza6XSvz994+D29Xtx54Z91uuB/Du4euUu/PYX7nDeK0Q25lNzKIPCoWnCXFArLWWz8aa/A1JOiIK6IICShpIaXMzJud7ZSpmbBrRE/Q4+Nrx7LL0IZW9Tv+1mIuW7l23APnxiMlv0xmgOFXbTtUnTj5eHHav6QlUDqYf/l3/ilmA+WX6J+bssfKrCsfEpfPyataXj6n3oApGmx22fQ2p9wNWFQ1UEIm/71lL8/beXYbdmRhjCt2Nnu/fo+BRe+rGbCjbvSzcfwJcWbfDeR58k+3yRmXTzDgpOOwu7s+W0//fyZXjTJYuxvGO2aBLyHaCfrCNgrqw5pE9opCxpa/iEQ2b2Mfdu5FMQwts/mIeUs9Z9x8pO9U9MpJpD+kXZ+BOYZDmdnDsX1rbFYnOdw29/4Q6s6Wzk5LuIEkNDZTOMeSP5tKlKGaS2EaNjjge6MEuN41PtJPNbFxNJ0RyD7I7tLWVp283az5rvNhlTxIynv/aMn8M17/hVvOmXnxhM2y11h3fbZVWEQ1XahG+q49UcMk5W1bZuGtcCW3fG++P7t+N9P1mNi27Oxykh8jastx/b41R1AJ2VQWn/ObQz1TxYcWxsKk4rVs/DJfrTElWZb4Y0h1RWurbq52P8qqn8bdl3M8530RdLKbHr8Bhec+GtheNClL/F3G9i/P1UX+i6oqyF08y3tHbXERw6PmHth3L/O9Xy1MemQn6WfBKj7cVrDtUjdt0mjT+kLM+lFG/+2r348/+6p3B9jKaxeTi2T6bmUA6FQ9OE6QNoKHMCXUTKsFq37lzM5aAs38E1hEP6vZB+lEKgE+qwPxOM0kKpYjmyCAaOy9bsPOJ0QlsX3wBi0xz64FUP4mkXXI2xyXbWiWZtwNaxJ3oHmKY7fGLSKlQpXas6XUc3v6eC4CLNzzEQ1Wwvl9+zOftbjz6h6tTmXLPKnXwaNb5Q9vqpOg6pV2w9hBUdwYbNtNBFblZWPlf0OZQyOp5Odm5aszs79wcXL8Ynr/WHqC9EK4uoUbM8m/ePdqU5FKpHFQ3s+LgrmpiSgHvu51GbbyfSGro1Ox8QXvlINYcqCIeM38WoefZrmuqfvZpDlnu+6tOLcN6HbyydOzHZLi14fN+wrQz6NVVperxSfoSy/BOJ4VbH55D2xuYN5xFAC05yA+VJpMQpc8raNab2oj4ZVln+0/dX4Jf+4/rStW7hUBJMZzcrS6xpY4QjsUvfZz/+jJ5quIRyDp0/1aIBNdSq4nPIfjzkP+oNFxV3vn2tqaR5qMYQM//GjWTsmNoACv01H59Iv68DoxMFk1tVL3qgAXt7rVc2lW9hXlnIqxi578Rku3q92YRZxlx++6ET0ZqeoTmwqin9O//sjetK97eVCXBpJHYj4Kl9KSSA7923FRv2HCud04WLAmUfrjoLzl+Ih/eW88jMylzfpfHc+fS2u2/nNz53O37/4ruskVPz76XeWsdlVqbjskIJ9b31A0TEpcuUCdRvFOejVbR3YoeR2LLNNF94vSQ44gkhniSEuEUI8aAQYrUQ4h2WNP8shFje+W+VEKIthDi7c+4sIcQVQoi1Qog1Qohf6cWDDDqmdk1mVlYS6sR1tM4JiDrv8PlQcljYKYtA/Q6+2+/JvLxpfwSf0wbNx5w2p5E8fSW0CQaUc9pj41OZZowZiUFHf21qYh7rfLCuJpcz1KdxODeRrJZ/fr3j/p1/6zrOVvh8jJR3XLWFmfZW6zikfuMX78y0R6oMMir7cLSysv+TKugTK5/fHhtrdx3BKz+1KItUF4vepgo+HyzPIGyTeI2pTHPI0U7hXqQAwGeuf8gaulWRFASF4TouTmjKPod0tfvSvUqLO11AEPcd1kH3EWTLzqbR5HqO4yqyj0ULKPTNXLViB37QcRQbF8q+fKzXkUXaUloF+PNGcuFQFeFnIoFT5gxZj2f5lc6lR65akfpaSxJpCKTs9zIjt9k0S2zlnWpL63EhgP/59EcXjv3c6XMLv22LIJPpEFZ0Gz79nNPmlo5V8Edd6fv1LUB9fZD5inLtm/R3r0Pam7jeq14KpcFzzyMH8K27c/9Cqr8vms9bK0v7M9yO1u8+il//9CIcHU/nXq5olIk0xyb/3MZWs7bkX7xlQ+awW/G1Ox4Jljstq/+8Git9c0K79pX7nBqC6mjuV72k8P6kWyBgfquhdn3fIwfw1ds24odaIIbczULkdykdxyugnm/j3lFriZOa96gSrUxPIhxpbNR9bn3+dNniTcH8szZgfG8hLcii5lBcPxezcQOk7bDXZoYzhZghbwrAu6WUzwHwUgBvF0I8R08gpfyUlPIFUsoXAHgPgFullGqL9vMArpVSPgvA8wG4PTaexJi7tS1NY0InZlffpuVT9mHR+dfnc0jmPodEhFnZoeMT+OUP3YAVWw8V8+lywvcmww9QXemt6yq9Ds7Q1OO7mT75iuizA59s5zuzrjYAFMusJk2uUM0mdYU2rmdyRfJo3HFd57BtcKjSJE5MuOu/FK2sYFaWHy8Ih7QT/+dbS0vt30Y104Ly5Dgrn7UuuvveUkeF1fLYdiANA7x2VzWnkPptQtHAMp9IQZ9D5nW6OYIs3UuxeON+b1nbgfKZ6PPZqXZS0hzymRaaxZuMitDnFupUQV0/MZXgjV+80zjnH1c+e0MuaJcSpU0FdX1IwPuZG9bh4b2jnXuEy2xd6PR4EpcksDqknuswKws5/E81h8rCIR3zmcz+aqKdOFXwdcqaQ+X3YY4np80d7jikLufZEgKX/+1LC8ee+phTseEjv4nl7/v/cO8Fr/YKXULavb2groDknDMswqEKmk6uZ/zdL96Jy+8pOl32VYevrlztpD8eh9x+SnSTeFWHpoaI6ir0tLY2WNUl3JcWPYyN+0Zx60N7S3kW+ixZHqeq9i225LoArCohszJVPt9C2q+pZjnX+dfmvD5Elbngqu2HC4FhJCQmbQJpozW3hMg3uBx5t4TAR65eU4hc2XbMG7L7G8dlA+NsQXPW+lGqMlW7SzZHMoVD1u+lpkPqmp30zsP5fOe9P1ntzt/4NzE+wJBwsiD0iuyXQ3OM3A1L/fXTyUZQOCSl3CmlXNb5+yhS4c65nkv+FMB3AEAIcSaAVwD4Wuf6CSnloS7LPCPJF9Qpww6TInOgsmGTApsN2gwpbEN2zqedrgje+J5HDmD/6AQuuqXo2+RQRyumrrDAXHDWDaXroqB9YTlfSRPDM7gqfBEkTky0M4FEyzNh1jvo3PlgrHDIP7hVPV7epfAPtiFCQiibWViVAeu4RzjkE6rqp/TBXRcgXbNqF754i9+3T5pXfHnVwBSKVpZPDNx5HfaET8/KhmYWaTF56EnM3VkTlz29QgkcfPf17cjtP+aPHlZsduGH09vORDvBuLGLu8srHHILAVz9XyOaQ6JY7pKgvzSOFH9//qbcr8UFv/UsmMOGKnrIrKwqrrDrIWwOpUOoK9pSYlj5HNLO65pDVYYqKYGRgApKKViBkf9EOym8v3ZiX8iWNIcs78NM89ZXPA2A/d25qnF4qIWzTpmDnztjnnfRMZ1Ci5BQ6KmPOdV73qo5NBT/BK75xP7RCVzwo5WFY14BkOceplCwihP7XhAzh2pZGpGuyaibLgbNICOeKxfslvPUL09kUSCayOJ39+KP3IjR8aLJqYlt7tuN5aRN6KsHNcn7Wfec0CdQ9805YzchQ/dy8dtfuANvuiTX4JUyTlvc5oPIlsZEU1Cx4nKb0M3mw5i2Qew3K6uG06zMkjaRebtsCZE9T6hd1n3q3/rP26PSmaaN0vjeYjRwFWaXUnJeXfrDXh71PtoOs+rZSCWfQ0KIBQBeCOAex/lTAPwGgB92Dj0VwF4A3xBC3C+E+C8hhH9kPkkxP4hWJhwqD/JB4VDB55DA2GS7pPqfq8kVM9MnTuqjFB2zsqCvI+06nS8teth/YUXqag7tOnzCety1u5KpaNawYvIV0ac5dMLic8gauckiHAoN2l++9WH8ysduKnS6VXANhi775tpmZRaBh5R5/12c8FS/ifJtYMOcg9i0HgAUIk/FqPCaVFs0dr5lyzmrOYjnxT7/g2W/JKXrk2qheqWsP9EtaDk41PoVepQoG5nmkO9+lr8UPh9AgGlW5k0KoFjOz96wHovW7c1+L996CIse2mu7zFo63bzR7XMoXKYsf9+mQIV8XO/i5T//GDz6tLlpcAS91jt/TjUc9cNWjNAk7vdfdC6e84QzKt8rM29MZOZrRr+/zefQtavCEQrbSboR89k/fr4zTXmzqHhgciopLWxt9RDjkNrUEFCCMNsmhG2BUzL56JfaikGoHP/8umfhv//6JXjRk8+ynj/n9O40hyp9pz49Qc+H6vKdl/vw636B87bLluLnDbMoF+puprBZbze2OtQdUhfMyizdhyz8HX4+1Z5tc2G9bhNZDmWvZ7/36DgOnfBvulg3O4IldGPbINBNddSz+IRDtjpSR3yaWXWEQ905pLb3TxH71ZZryrWePatLgGopj+14fj4/8407H7GmGetsULYcAq38PaT/Ljh/IT52TdioxqVdbXu0VOjZuU6zDAkJz3vte9bcwJMo1mk4lH15baTI/PUZjxhroptqDlE4BFQQDgkhTkMq9HmnlPKII9kbANypmZQNA3gRgIullC8EMArgfEf+bxVCLBFCLNm71z2pnqnkH0RHMOAwKUrHJX/jbBlmZX/59Xvxt99ckl0P5INHaewofDTprmNuVua/b97x9vbjqSq5VcX66u2PYNmWg6XzoY/dPH/H+n1W53g6rhz/6/aNuHuj2+nt2GSSdX4+FVmbdDyk7vuxa9Zi5+ExbefXMRg6Ch8zGAK6g7967cD1erOFZZcOqX1mZT7NoTs35GZHE1PuwSrmsau0YTURtq0/bOYgdTXrdKGema1tUqXSL964H9es2lXrngXNrMLxctpcWBsQDhkvQPellAvhy9cfC+z+VnVIrZfzh8u2FUxGrly2zXZJxievXVt4DlfUPJ0qCz4zcpoi5HugPB7ZU2e+TYwJfIy5g4s5Hq0a+2LGf48z54/UXqCpd5trHuX30qOVqed927eWhfOUEkIAL/v5x3jT6NjNytwLW0WMQ2o9zXlPeRRGOoIw2+LQpvVRxp1mUARHADBnuIVXPuMcp0nCi578qNKxuOdPqaeJXA2z/zbNyrpZ36j2de3qXdHfsTtamfa34/POfQ6J0jGdGF9bOrkz+ZTb1+/D6h2HC8dUXqZSUozZTuG85Vg3Ttdtz687zFffqDlXckVkM4/ZX2t6sJZZWTftDfY5X3rOHOvtm+oK22eq6tJVxJKgRf3ruEBP/oGrHrSuFdT4O29kyBuFVn+OGH+OLp9DtqfT3QcI/ZqQ5lBDyzvXfMtcnRiy2AiTyvzv2G7ZLxwqjqcUDqVECYeEECNIBUPfllJe6Un6J+iYlHXYBmCblFJpGl2BVFhUQkr5FSnleVLK884555yYYs0wiouWlsOsLEpzCNqCEqm5l4nP90ZWIpmWJ3VILaLuqz+DLb8mqCwc0nq7hyw+UVwDj8Kso7/42j2lsJomrmf98MI1+Mpt7k7eHq3MMhHSfQ5FOqQe6eyU7etokbnfh1toNGoJW930+3Y7FE6P2+zPfff6nYvuwP++9L7stzIrmz9icf7qMdu45NaHsWp7OnlUE6ThlqgljDHb1G99/vaSvwmFz6zsoG4m1jld12RHasNyTA76M1yx1C/scN/Tnp96oQUtMmVWZtTdwgd24vrVu3Kzsogy12mbVUPZ+5rF6fPSiEfvf8NzrOdvXLMHR7XJkytqnk6VZ6rilL14D79wQqGbgNjecajPtTFnuDgd0TU7bMUIjRMCotYCTYi8DYYcUlfpGtRY69NCMbMrmZVNGT6HEmnVsig7pC4n0rWL3v6qn8+e1SociqjGmKqeDmefsW/clu6iP3shnnT2KaXjVcwTqzyjL6WUwA+WbMW2g8dL58w+Uv/9/SVb8RZtPKxKnb0H1zW6wMflPFYVXT9vd0hdvsZH1kd10t66bi9e/593lK6Xstz3l5be2gFbxCx7gIVwGV1YncVrx9T8xJwrhQRoeQh19xzLt7nmohtNtfGptlMImRTqPc7nUCkPFeRUpn4ADwY0iPOADfa7lPxWWvpWNf7OHW5ZNXUyrRlZrb/QtVp1cg0hUTrWOZHdM9QsmxKOPPf919lP6CpDSOtZL2tQc0grX+z47stRr0tXtM6fv+BqvOv7y6PudbIQE61MIPUZtEZKeaEn3ZkAXgngJ+qYlHIXgK1CiGd2Dr0aQFwsx5MM1d6SbNKZ/raZlYUoqAg6vo1cc6iYn55cdu7XEunkT1dBdN3XVuam6SZYVchWXe9MQsIuH7Y62H/MHZ1IcWKinQ0mmfaY5f42j/whn0Nnn5pGYtt9tFqoeoWExGs/e1spbLXb3KxeO7DawiMXilaNVvbAtsO4ae2e7LcamPUdfiANJft/v3N/4Zg5yd7fmTioBVKrJSxtKvzcZtU8uPNIyd9EnrYjHLKce8+V5WuqhPq0lSn1qeDuF7L0te7iuCmKu93S+Dctg33i8/bLl+Gtly3VHEv6hBsq3+qlryoc8gknjo1N4bS5w3jKo8sLTYV+C908wHXvKt+bV3BS4ZRLxqP6JNGZdG47eBzrdh+t/Q0DZeFQQQBl1STw5ydE/M5i4Trk9TeSmabk5+dq5ayykSGlRKuVazTYCGksTLaTQlkShxq8uftviwCqC4GGh0T2rDazaKtZmdFr+Kp6OhWHulmUzx22OwyPjYoDVBPi+r7pyXaCf77iAatg3m1WBvzLFQ/gkX2jlcviyjuGkIYh4K5DW0AG24aMSwvVhc2ZfH59sa9PjHGqarRKW+pu2qHt+e3RBY3v3NCCMNGFEqVznX99PhtddGNF/H8vvx+LHtpTOi6AQkEFwiZRdu3rPI//8dGb8D8+elPhvMttgFtzyH7i6pU7sWFPujk9lgmH7JpD+fwnrAyg41qzWNcQSXEWFNWmp0F4rz97es/ifatoDsUSqznUTuxteSqRuHLZ9uo3nsEMR6R5GYA3A1gphFjeOXYBgCcDgJTyks6x3wNwvZRy1Lj+HwB8WwgxB8BGAG/pttAzAfMjyxZmnYbnNCtDzEdcjlZmor4vn3+S9KNUEnlh7RhWbT+MXYfH8JrnPDYotW+KbiTXVv89gc6m0gTf+Ffnlw2hig3d55DPP4BeJlco+8vv2YLv3LsFV/3DywEAjz51LnYfGceeI+POMurO18rnUgGKiVOTwX44iE1bRN0fsGvGVLmXyn/IWBl+4KerS35nXMJZNenSF4pmOX3EOBjO06b/xi5AfJpGafmk3UxMOx/zDE3sILkmJzYNH7fKdErbco1JLoSvXNTKiyLfRGrf6ATmzxnyT2a1y0OCqe2HTuD6B3dHly12MuQrE+B+xkw41Pn98k/cAgD465c9FYBd+y/EiOH0t7gL6l8s2stYbVFvyzv3OWS/V5XJdCIlhoRwmtekaYq/zfF7fCopOu6VDrOySVNzyJJGFw61Wtmz2jWHwvXo28X9oxc/CSu2HcY7XvOMYD5NESqy7bxLmGiOJT4q+RzypFV9gk0LsGQe3Um7aX9Zy6gqdfp91zPrbcKlfWVqUgMus7L875jvbrizAxvUQkJxjLZp79s38Oz5KepGywPsz28XDpntQPvbKxxy96c+n40uup0p6JGuXPkKEf6mbf2UaY5uCs6rNneXA+u//3ZqWrzp46/PNYdG7J19Zv5e08dNaX1peQOJzMumz2N9fbmU9g2Kbkwky+UqzuPKzxK6Pv876Fy7wpwR6DikngYB2UwgKBySUt6BiI0fKeWlAC61HF8O4LzqRZvZmP24aealm5XpH0e6cAtLx92DY/E+5sJU/5j0zkLA/gH99hdSNdxNH399Ntj5hAtNUMdfhcK64xKYuOid4S/8W6QDxppFPDGZq9Dm2mPldLYO0NQcMjVRHn1aqjm0JzMrcwwYFcvcvOaQJhzqeEHRvwNdTbfWzmd2UfE7smVVMjNL1Pdjy8+NTwPQZcP/yL5RLHpoDx7TiY4TO/7GCDuHPdF1Elkur/XegceO0c7Rb2P726YhF1I6Me+qiq7b2JeF8+GyVtYc8qRZ+MDOVGvI807160Oh7N/whTuCDrULeTvaiNL06Taf4jqvXG91tA9MjRr9HrbcgmZlQtQSDl29clcmIMmiimrn9b+rmpUJIbyChnI/Ujw/MZUUtFvaibRrBbXDwqFJbTwZGRJZn2Hrr2zVWHJIXU6SccqcYXz2j1/gSdEcsYtyWzpXc6liVlZlXPSlVP2DKegDykIBlTbkKzGGesIhR3+j/W2NViaE1STG9m0Xxo+IMtm0/mzX64571X3Msc2++Jbe8zFN5tpVu3DRLevx07e/vHDcNgbaxpvJxK05JAEs3XwQz3n8GZg/Z6hQTmudZGNyuNwmvfLTUtg8Qngh6vXv47jGHa3Mnj5ms3BMMyvzRyuTleo7myM5ylw8JqGeWvcN6BsSpSWvRAIVgjUGycz8tHtW8Semf2uuvt48HiOEB1JfUfQ5lFIpWhmJx7VYVIdzzaFi5xC7eA+ZgLnNyvILvnNv6gOl1el1ww6p0Slzb7lqxQ6r7yAXBYGXpXAhMxxdQBDrz6WujfW4pjnUEu7Ji95Bbdw7isPHJ4M+h846JRUOKZtqqzDE0/G5TjkHr5oNIZSd1SF1pR369N+YdaH5bGoRpU8oSg6pLfnYBlSFK6LIH15yFz5w1YNe/zA2Qotil3BVj5gYMyFpRnPILnCx5ZypTHehVuw697SIqDtVHVKH/PHMHxnyCid0IWi7IBAt5nvrur2VBEO+sgHu93rtql347I3rovJRz+iKKOOLouOipDmkjVXWPjIkHMr+rxpfv/MR/Fkn6onN55D+d5VvJDfh9gtuC7+NA5PtYqRBKaU9omHpuvL70IVAw0OtrP7raw4Fk0wPXZTDtdjolUNq37im3r1t3C9rDkXfMkjM2GCagbi+9yizMovmkO15qjqkjtX2ktIMZR+nOeTqExQx38w/fvd+rNp+pCSQtWrAW+ZFZr3r1+05Mo4/uPguvPsHy0vl9EUyq0WPFgUl83e1BnHcz+pzKKA9UrUmYr61sFlZLqSr0l/k2tVmfpZyyqLmkLqPr1na5obdzgNda2H9vRQFv+777Ts2XnkupN8rVL7rH9yFw57IhIeOV7/3TIXCoR7hGmBNzSEYnUOSyOBCWBY+eseAa3yANi67e3NWlpa2g+MiFCmgSW5fHx+xTq8Bu622Pa36u5Z/35pVcGKynQk/Wp76NN/bX116b9DnkGpSatEpJXB0bDKoMq0wO+UDoxNYcP5C3PnwPkf6etxrcaAO5G26qrBEoZ7T58OndE1pkl3+bsphQ8PvS1+cuULDHuo4m1b5xWo5hDTrXAt6ddS2M6pq695HDuD7S7Zm6XzEdANFwXdZUFSoy87juzRyXBPb3DzT3e9FlbXwnYTTu/JUjtBPnTvsbYP6JHMqkflOt9Fc/vLr94YLE1m2VE/Pztu+tRQPbDsclU/uc6i8Cw+UBbxndBx0v+bZj3WWediIVqYrEunvc83OI9iw51hYo0/U8zlUKFOmOaQtTFGtneRp01D21TSHir9tDqltDlFNrNHKJouaQz6zspiFtt5//X/Pcb/ngSFCG0pRJZR9lemRL6lq3zbhUIxT3LrEaP3padpSOh3QF0LZO1YbmQlnyCF1Afv5pZsPYMH5C7H90Amvtpcp2DE1bkrCIWseAWFVRJORjvHK9g5s/Z0vWplqNyu25n26ysLM/uDoBP7R8MdYhV5oW5gbD20ZdkBsjVam5oWOa1wuQJwOqc30lnQqWtnc4ZZdOCSL/8bi2kBzzUnV0YKGnqdhpmtL/xhUFdeGu17P+uNctniz02fheR++Ed9cvDn7Hdst+55BtY9nP/4MjE0m2HvU7Tv2BR+8wRog4GSEwqEeYXYYqnG+8Yt3AtAEAygOBBIxi+58p8P1cai5grmQdKmHm6ZqD+89hrs37i8n9paquQHiUR0tGB+HT0yWwiVabdWdBvHpP3WEXeYVsRGtTkzk3vDV4sd2pTk5WL3jCMYdQhN1b9Wm1Ds/fGISz/uP63HRLRu0tO7nNQ/fv+UgAOCrjuhrdQaN61bvwtLNB/MDnXewZPOBrP34Omcfox1b+ZgdEkVpUqYma6r+ZZzmUFkDKR/cXIOjupcaB5syK3NrDql/3ZpDf/TlxfiXKx4A0JDmkD4JR7rT+bkb12URUQrmk51/Q8/nFG7K8C6hj5AzTxNXGmWec8oc+66hothGkiyUexP17vc1F5//uGOSpjY30iiX5UWS+Q4fd+Y8AP6Ii+ZiTp/E6vf4zc/fjtdceGvQ/FCgnllZoUxDyudQfqz4d3xdJkk4Wll517b4e6LdNhZM7oW5jq1P0LUVRoZaGFHRymqalelrjic9KnXE/qcveRJufvcrg+Vrkm7euGvxWc3nUDPSIfUaxixmZeb33YUlfrlIUX2fVpbErr0GFNuIq27blvG6bij7b3cigi5+eH8m7LRhCnj1/EwH1en98t827Y2asqEsj1L0KUt92o6Zcwubr0pduyh3Aly8bn2X5ojNi4bK+cYE4rC1MXPTsHQP47B0HM/yi9h40n0O+bWZ/KHTv79kK7YeyIURNlcYLhIps2evojlUqo8uX64puDbfkblZef2Du3HpXZui8o75xu5Yvy+LQmxDfTKnzU039UJaz6t3HIkq20wnxiE1qUHoA9MjKZgDU8yOfaijyxeecV+2vqMsJfDqz9xaSpMpOzUwEoQmIGedMuK8TnUuz//A9Zgz1MJf/s+nZOftIUD9H3vViDPpv8Xjpu23i9TnkD9a2YY9R/H1OzYVjiWJdGoOTSUSc1p5mE9zsXDtql15Pr5Fo/FbdZItPZSdnr5GO9jicJi5anve4e46MlZ4z7H3OjI2hdPnjWSC0Ri7Y/OxVFvIZUPSsktTzscUjMZoDpnfati5XjlvG+7z+bNVXQDUpWgCA3zvvq343I3rredbLf/ERxr/mug7ZbWEQ9oDuwSxrvQ6w5FmZYXd90RiZLgFTLQbqXenDxCHGZiLEw7npGosEAJYrG0iqPua/eFjz5iHdbuPZQJcGyOGaoFedSEzE1cZuxYOWczKqpTBTCtEdyZKE1NFs7Ikqa7podCjkg23RCYIs/m4iTIr0//u/Dj3rPl42jmnBa9tkljnqbZUTTikvmrFDvz+i57oPD8xlWSR+XwbamoxPGaJHhe7GVWHnyzfkUU7c6G3y1jtNZcmj92sLCAccpUry8vvJ8qccxc2aGX5rdjuVxRWlVPEtEN1XSn6nE1LyCocMs3K8r/NzcL0fsV/zXLUpXc+h/R2FuFk3nIspGFaMtHK5n6O9BGCO92s7BjKY55+D9enPDbZxr9c8QCedPZ83P4vvx5VZvOYLPyOe0clbfpuNYembGsHbQyT5fL7TLuqIAH8xdfu8aZRz6d8HoaEQ7scztNPNigc6hFmYzc/Zt0hdXlHxP8xymAKfZFbTGnrXCemknQgC2SqFttNDAShuY0rpKzpbLdkqx3hf0GRP4+/LDZ8wgAf7UTTHHKYlf3ORXeWwokmUjp33c38zDrRIyYklomPohw2WXWaAjZL2zqaYjHXTEwlOHxiMvOh5LruA1etzpw5A8CRE5M496z5XWkO2cyS4hxSF38XhENtv6ChrYRwQqCduN+zayJpEpqo2wTQ9rpqRDpUuK8pKNPLoYqw7+g4/u6yJfjkHzwfZ1qExK5JzrrdR7Fx72h2r6ro17z3J6srpVcMtUS2KDhlzpB3Z0uftE+2ZaY51ITZrm/xWCV3l4mnEmyv3XW08E4zoapxk8edkWoOHR/3aA55opVJSHxz8SbMM5wx+4iJbhNiyGZWZkxsY5GympABKL/HCTOUvXRrbejY6mpiqqg5pBbTNm0xW7FLoewtld1klJumsWpDOb7YKu/tlof2YufhE3j8mfOt56eSBHNQ1kgzUe/MJqyr4/Dd5I71+7Bm5xH87SueVjj+/p+G+75YszL9+dyh7NN/Q9HK9EOuepvS5kK+oAz65X/ylbtL5YnZEAoJq2KajLrO/IbjzcrcPodUHkXNoXI6/XhdeiEbSrVS89/tJPFqg7nIHCA7yuhyPu4ah62R5Ixj6nsYatkHIf09uOYqRzoCkkOjuaAk01orabNbBFayaGES02XY1gfddjXmRtGGPUfx1PfoPiDLrlRi25NreKky7GTCoSGlaee/uSuy3skGhUM9otThGK1dD2UfcoZXylsW1QVdaYC4ScTYZIJWQDY01U6CzuCqDBChxZs6/88/WIF5I9qCQEpvow113L5oBlU4MDqBHyzZij8870kA4h1ZtxNtAmOJhAOgJBhKy+iOepVpnnR+mxOG+Vr92aT0CvOwmlS4zCBMGcQHr3oQm/eP4mt/9WL7DRBuI2fMG8aRsSnsPjKOs06Z403/jTs3FX6rxY66JkqtuzQp6xzXNMRK0Sls+UgzH004NKUmrPYyTGnf8nuufADfX7LNXlZZztuG0+eQtnCPEdKFuo6YFq+nUZoTrvPq70tu3YiJdoJfeuJmvP1VPx+8h8pTr7c685kY8xwd2+c4JET2nufPGfZHKzM0h5Q2QRNKAS6BpoCo1N+dsPRFgM//nD3vFy84Gz9Yug1POvsUPLTbHmxgxBOtLJHA+wyBXdghtehaOGHTHDK1DmJJpMSciosbU8sv9TlUXJjXFRTowqFhPVpZXYfUjr+nG3XvOlpjTp9DnpX+48+cV1owuLRFgeL37Xt16pxNc+iuh6uZ/NtQO+qmcOiUOUPWOYhOwQTXY1YW9Muj5aV/q3ZNQS1fp7A2X5SbPsxc5Srdx/os1YVVMVHz1HWlqKm2eazNIbVHqGTz/5b7OMqvWfTQntobvreu24u9R8cb2dCwob/nqUTCsWecYXuOPLiIvYxmW9unov0672GU0TJHzIQycPSF+lzM0VUcGUuFQnO1+Xtu0mjcL9OWL5YzmwuLfNz3jYmmskJ6rLt3a2rimGslaVmTdOOi5LLFmyq1Z/XulOZyaB648/CJ2mWbSVA41CNKjd34nYcxl4XOKZFxi7IsTcCO2+z4bANWql6udx7l/CbbMg8Z7fhwQ59jYiyGvGk7ZfnB0uJC2TZpKE4qLINDQOO5jor2O767HADwkqeejac8+tToCbquwlzVTM82OdCPq7PmRE0Xrvk6evNU5jjbMTEenZjC4ROTOHN+qt3x9Tsfcead3cP4beZ87qNOwZGdR7Dt4HE883GnO8tmI2vzzkHQNnEwfncOqPFMwha6NJyP/g4mNM0ga7lVWiGcgqH0HrKQ3jXEO3dxtXzK/YIlfQPzPb2uTkwkJdNIW12q+jpljn0mGFOuOhOaqhNkW/pWK3/P80Za3gWC3q50n0NN+G7z9UdVHlMXDv3xlxdnf7uiprj62je+8Al4xuNOx76j47hxzW5rmpLmkPa37X2GNPqE6N4h9ZBFgF/421KEJ5w5Dzssu4tti3A0RCJlYTI9aWoORZr02NC/xeFWK3vWCYswomq0sn4qDKl7jwz7BXFVQtn7/ETZBEe+phkyR1Kob9jmcyjWJ0cdnvm403H/lkPeNPqCtp1IpwNZiXQxNWmYQ2bntY1Om5CnnJu6Dta/VZ0Nt0S0WZlJoi2Qf/1ZP4eb1+5xmu3Yyqao8g34hDzZMUshfNHKVB56/6DnMDbZxi/9x/WYaCd47BlzUQcVLOGDb/zFWtf7EKI4nrQTGRS32YY9VW+xmkP/cdWD+PVnPbagtbxl/3E8+dGpHzXbeqGk+RW5IS0B57rr8InUHG2epvnvDGWf3ax4D11IlU0zy8UpXGPW04HRCZw+z+7mI4aQsCXdrCwfi8HW7bz3J6vxKIdbEtf9gXwjKGRW5towO9mgQ+oeUVbbLP7WtUbMyUJMtLKQXw7Vvs1OxNZRjU0mQV8UE+1Ec+DsKpe/3FUcvrrO2gbIr2gOk62aQy6zMscCpwpqUHBNjmxl0VWf0/vHFcC1O6dHJwPKkvl5BbMyz+LTOKzUQV2TrEPHJ/H8D1wfKnbxFsY9zJI847Gpf4p1u491zse/HNNfUAwhszJbqGhbeyrv5BQXdIBbyKbabGgh6xL+lfILaQ7B/X3pNG0+uu/YOD5+zVprmWzoGm8x5ZpfEILGl1FRVQPDVo7hVu6AcrglvO+0l5pDsYvTEPqi5R4tyqDKwrVjajJ3eAgveNJZ8CnOlKKVFaIXldOHnkOI7h1Sj1ichNsWozrnPspuTpTI6tospj+XVCOl2G6a0BwaGRLZs9o0VG3lNg/pwhYlmO+nkGiOx6wIqGZW5vMTZfrKAvz9qy5Y8aXLzcqmdzESE5lNn2e1LWOkQkrgVz52M17xqVucAharlkxgk08/axOIhKIC+pDIF8haUOEMm3uFHYfGcMmtD0dtSrzp4rvK0eYsvoNKUaMsdWLerrjRnJ6cbNv7rod2Hc2+9d1H6gUB8ZWtCfRcp5KwcN3WlvR5j8nWA8fxD5ffXzq+7dDxwgWv+NQt2d9lTXJZ2rjNNXYcG29ZOo9ZmdIc0oTcKq+y9pLtufPAI3rAIV8dSkter/zUIvcFEbgsHvJ7WhzAR+bt2iCqYn6YaQ4Nx/kcmi1QONQjzCZrfszZACzLE8/Qh1EcqOzkGhDhz2x8st0xK8vTzjF23Qp2y07hkP8+5mLIxoKOdN5p7xtcGJePBRfTXSyC1XuM8fug7qUcTeoR62JwDSLZzgjsgirdT0fiaWCmIGZyyi/UqENJ2GP8PGPeCB5/5jysM0xPYupItY1YB89A+bvMd5lUndpMzywDsdHuCppDqh4d5VETi1BxTVNR1/M5J+rIBV8hX2RJInHJrQ8HShQm9Gnp583HmV9Rc+jUubkibJ0vuqJVmbUd6C4GWsJv1qS/pzSUvd3nUJ3PrwmfJHXysaXWhdM+TaoR40ELDqlt2nrBaGXdmzcNWVaHxUhH5XLZhAVA+l6rvkspi4u7JZsP4qKbteiTnoV5iHGXzyGrQ+pwflWELb1ElWO4hn8S13P6tFBsQgjfZlFM1C09nS/CX4g6GpRVfVg9sncU2w7WM7WQyMfggtDV9r07NK704qpyhQRDvmrRBVa5X8hyOr08H/zZg/j4NWuxuRNw47LFm7B2l918dsnmg6Uouza3BOY9o95LYAPWFnWtCXojGio+Q5LIoHDdV0W2d/jen6zCRofz9dhQ9j+6fzue/8HiJmnu9sO+QaEHtnFp9CifQ7r/VZc5t62kugZcrDl5zPqzKlGaQyVhV1zerv7tjPmduaAnn9HxKXzvvi3Z+xzJNIdMQV+vWvdgQ7OyHmEuFhNDI0h3dFm0QY/0ORRIZHOs62J8Kkk7D63Mc4ZahZ3F1NdBoFyB+xTsoR1zJ1voYJ3QDoXP5tgkM5Or8PGbKSfaCQ6MTkT7K0kSWXRWV+H+rsmBqtdcc8h0SK0JhxKfQ2r7/XwT46qUNYfKC+EnPeoU7DiUTjbV4iKmikz19CjhkKn5YJiVARYV3sBEMb2+LBxSgsQf3b8NL3jSo7Lzmc+hQIEz4Ve3mkMSwY918cb9jYTsDGl++fqneabmkCz8k6HayDzD8XpVqu5+2pIPtfLJoBDC2wb10LyT7QQjQ3ZNwpao5icI8Au869jjmzj9N1jyPk0T2vlkBV6H1JbbxZiVNeZzyGHSYqsec2MlTxte3Niu0d/BVSt2GOfrCwL1Hd3hIZEJU6yaQxFjgErRcuyWTxeqPwialdmEWY7343t+2/jo2y0vjs/ud5eZlXn8F/WCmP5BT/PHhkNnHen4u5DGMle1akI475GfUdOwlsOJps3BvInulDffwAsLb4DUtP6bizfj9Ln+pZXZZGzaCm0p0dK+pJj3UtyALZ+P7SnmjbSs5owueqQ4VKjjGOGY122C5el9WnK2rO7csA9//l/F6Fc/e2BnKZ2usWM3K1P/2s0tgVw4VNxcSSn1+Y45qT4XtvklMtHNPJsipIlj05KLtRhwjn2dw5+/ab39PIBPXLsW31y8Ge/77ecAyNeeppl2r9r2oEPNoR5RdkhdbGRC25EoOqSO+zD0zkfn0PGJVNXc0DLwMTbZLqgdAuUPJPV10Fl8V1gY6MSYlamJlqvYoQWB1VZbO2bbyezGfOaSWx/Giz50AzYf8Id+VYxNtrHlQLq71JTPISVsUu8vaFbm708zQr5ymsAsixACI8MiF3g52pptwFGTB33XxncvwC3U0R1Su7SLYvIByvX4T99bgd/5wh2ltKH1l8pSz/t9P1mFBecvLKSL8UFS0hwy6irkkDSWKgJlM+kcjwZGMY/095RDfT6Wyloylpuk0crSv0OLZL28bU1zyHx9db4/5yQ5YD4cfwP7YdvEUtcA8z2JaVamp401PSle7zfriyEX4OfH8oWjvZ5d7TZJqgur2lJiyaYD7vOJO1JUCL0PHWm1vA6po4qtNHaGWv2VDnUImZXZqONzyBYVyxeg4iUfvSnTBvJ9i7nPoek1K4tpT7FzpqJDaruAxdzcAuyCDacrBV1Ya5jsm8wJbD6m98nPK+WzmLkDAHxz8WYAwNHxcvhyHbMfsM1nzPxj3ksx9LtfoOXT6nNF2ou5b6+IGZ997dJ2yiX0FRClIe7+LQfxru8vL6V97hPOKB0r+Byy1LM6q2vNmG3iyFjahgqRmztJVFXsOTqGex85YJ0nm3P9GIfUG/Yca1xz6OiY/1uwisdi10TaA754waNKx7cfcms0Ku095WB6xBGtrAn3CjMRCod6RFlNztAc6nyf//u/l+B7920tpIv5MFwNNpHAJ69b6zQrs3UMY1PtgsMy23WT7VxzyCmsDZS74JDaJRwa8mvThKTaernHJtv44dJttUzRdL5192YsOH8h9h8r22Uv7zhuvGnNHn8mHX68fAe+0DELaEXsYum4dk5053ZpOl+0MrfWWSmUfSfKli8kbFVKdvTWBXar9KxmHdkmzMoUzSU4tWFWaSZg0idZHqePrnxsmkOtVi700iePebS5uHrWvx01GTXvfXRs0huON9Ti2jFObhsYM20T+zz78GJAv84WsrcKlbVzrGZlueaQHtbeer12v8m27nPIyLeWWZn7XBM7Ya4sTMeqQDEKma8+TLOyos+h6oVuie4F28OZzyHtoMwXoKZGMODWWEmkhCeAkpWJqQRvvWyp9/zhExPVMu2gt99WS2ST44mppOQMPsYPjapr/T024Vy9KrFmZbb+tp5ZWfk+IR+ESvjuqx3VP4xNtmsvvvWrHtp1FFevLGs5lO5b0aysTlnyYzLT9tHPW/PXxy/Lole/zqWRodq1r/T6N+03K/NkEqA014owK4txf6CncfmhUfg+6Z87PXdQHdP2erV+NjesQ8L1qr75fZsH5nP/3pfusvpmOsWiJaabjfmifZhOo3Vsjo9VGjXneeNFd+KPvrzYWq6yz6FiHjbedMnixjVl9o8G/FnJcvuJLYI+Z9TH+pj+6YyOk+1Dx1MNLbU5ZwpqmzLRn2lQONQjbA629CND2izxwhvWadeFP4yCtNly/pqVu0qRmxS29PNHhiGEKAws5uJ8YirvxA6fmKyk9qsompXZU6uJlktdPjRA6urcn7h2Ld79gxUl+26FKyykiRLe2aTQT/+51IHy/VsPefOw4Zt42HAt2HOBRue3MdGYOxwpHDJ+Z6HsK26/qwgWvrK67ilEOhE3BVxmkU9YhEMfXrgG92zc7xxsbZjt+CfLU7MNvY5KOwnWHbniMf05M4fUwr4rn0criygwwurV+0cn8Lz/uB6fM1RqQ75SqtwjJo+YNC7fEek547fmM0lH9QlFv2jVB/SqkwBbX6RrDoXNyvRFTZI5njSzraP9snm/XZNRoFw3q7Yfrn4DB5MBrZNKmkNa4iqT/rz+4XSAfVrA7CMrk8X0V6q8hbBqYrqesY5ZWahNvvsHK/C2by2rlKcrbzX2TiUSjz1jXuGc3SG1YQbY+Xdk2B+lb7owhXTf+duX4tp3/mr22/4q3GZlVQRHah4S8p3o6x+VpnAi/ZpIsbzuc7fh778dbitRmqeR32Ph8WzyHqkvpIuCDSklFj+83252Bvu4ofsMtFXtgsecGlHmOLOyv/+2W2gb4sREu+BX0SZMLDn7ryi0s41Psa1obsXgDr3SrjA3rEO9il9zyD5eO9OHCqfuaXkvupWF7RZS+9e1manmYPqaRvW5Kv+dnaiY+hpS8bGr1+Jvv7kkvS4QjbpQtobf5b6jfuFQWgfGuiCyDPpnU5wvxAiH0jnAoY75ntpMuE8LvJGWJaooJx0UDvUIsz0lSXGwcu3EuQa1Yt66LWk5n6FW7j8oNLl83Bnz8Ik/eF7JrMwsw0Q7yZ5pw55j+P6SrTCpEq3MqTmU9aTSqh3y+RvdNqRAcXGinAOGCNWRy98EkC9IbYv+EENZRx+X3jU/zNWyy4tkE12waDunE4pW5uLWdXud58x6Ki+s0igjuamcPZ+xCfszbtw36lTTtWG++5XbD2PltsOFdzJpzITtZmVmvmaEofS7HO+EidZNT9SzxlZzaODb3nEOeo2xS1zQHAq0uSgV9mCK8H300+XIV/ZrStpebdXu8xMrtx3GSz5yo1Xbz0XlaGWW9EOtfFkcNCvTrp9qaw6pS364qi+0//mKB5znzFL/tmbiGIurr7cJFfXv0PcoI4aGYtWdQAD40O8+F+ecNje7r01I8aInn4WXPu3sqPysoexlx9m1KPonUbj6nURWf5d1nU3XyVvv51sCuPQtL85+xxRbPffIUCtL34+JteoHzPb0K09/NJ71uLIJiI7PrMy1kLSNj6oMLt9DutmyC32cGZtqzrQsOE+LEUJEvtiQ5pjU7qenTCRw+b1b8KdfvRvXrd6VHbO1K9NpMZAuGvX85o8M4Vd/4TFWQVSpTDLP02ZWqsrQjcDu7Zcvw2s/e1v225ZXyaws4r3ol9jS257DRlH7L0yvIjzp5W0n4WhlvmZpO+frj+M3bd3zwUTaNRT1ObtrPqfe/7j27WeaQ56yqVe368hYfp3Qr/FX4rhjLbNq++HoqMw6+475NVulZQyNrXv9G9HrOWbYPGN+qjl0ONMcSq+/aW3RCoRmZaRRbGpyeiNzqZev33MsYrfd3/jVpBWwmZUV0779VU/Ho0+bCyH8k4LUrCw/bxMAhL6hmGhlus8hm3Dou/eVhVJmORXjlglVcRe7KIV3kWtpidJkR6l+1pG25xMd/ztSuDSHzMmVOSko+rTyaQ4VjyuzsiZ9DoWEaEKknXRogmrTHAKKEzuz1LYcbbeZaLeLoeinjPqM8Idg8zkkhMieX1+46BElYsjfrz398YmOrfqIu3sPtblunT9maTq17gpLX/CRIN3t1ndclVX/9n+wdBv2HB3Hks0Hg2V03T+ErYqGCgtsfyh1pRkwNtnG0fEpZyj7Jr8/cxOgaUKLBF8bL5kBaUljtBmAdGKsvwNb1b3h+U+IyistU5rBdat3Ye2uI9h64DguuqVjFixEob8BgMecNgfnnuUKZR9e3JhEmXfWxOxjdfPhoZbArz3z5/DzHc1Yq+aQ+btzYM5Qq696Q2oBM1IrWpm95END7m/ZZnZ998b9AIDj4/ZxyiYQcaUB7BHk6hJyNNyU1ihgbEg4njZ7Tl0QICWWbT4EIDf7kLBrW+vBX3SNeT2N6hIstyqhawP2yt3ifZuK45K5AaXKUfwdIbTTLtL7+eMTU9hzZKzwDkYdbRMo9qEx44VLoNANUhbbTLft8jMW7Rq/5lBcGzfv+QcX35XN81zF0Tc/9fWFLY3+7av27wuy49qciJ3fHO5o0ugs23IQv/2FO/DV2x+JykMnZFZm076NnaEUhEPaY8c8qwp4cvB4Krxyuc8oBaSJLNtMh8KhHlH2rVI875poXHjDuiizMl8nOCTyxXXoI1G71anaoTvd5FRSWBTbOqBQZ1ocuOxpcp9D9aJ0qB2YdiJx98ayI0/bfWPXSrZXpspYxy7Vtivtw6XNYU6uzAWaflXiEywax2MXZFXwRXEB1OKuVapP83tyCYdS4Vd8eVyhqPXj5egF5Wt8u3x6tDI1idIjGqn8YyeiIc2hY51J37yOOeERm/8h4xrzkWIWpTHVLCXw6FPn4E9f8uRgHmUfSeZv+3HVVmyTR5dQykZlszKb5pDIHVnqYe2t13ee4ws3p9qQmzohdUumwEYe3cp2mpANubKwOjPW//bUhzk5q6M5NKQJ5FzCOSXUicqv00dfuWw7fuNzt2dmOakWUFkj+L/+8sVOR8hS1tAcasCcyEVJOKQJU8xyRoWy7/yrC777EQZYjX8jw/5C2+Ywriv8mkPlafTFix7Gxr3HMDphN2k3g0jY0PuBuk6pbdm7zOwVUY5/a8x3rGUZm8I9HTMO0+xZLSrVDn8iZaZtXZzT5L/u7/iATKOy5sdVX6CO+JqlvoE2ZBFG9UJeZDPHLZmqR/QFBe18Lcs3XbwYL/noTYXn+KMvL3bmo/fFMW+6F8Khnz2wo+inNAlbVVTd4PH6UovMyvwUlm4+mEXblVJaTZuVMLCwWWsURc3B1u85hj/5SvquMlcYFb8/IUTWnkJ9+aHjZU0f9V0p581VCGoOwT3XC+Hqq2LqR93TNCsrpZveYJEDA4VDPaK8+DLMyjxfaFCTBf5OcqiVC3rMNZ55V+UUWU10Afsi6zv3bS1MdGydamg9qZ93aw7lTlldE6J2IrHUoRGghAbfuPMRe7QGS48fNCvznB7v3K+OcGg4i5xhLAYd6V33MJ0omyrKZgSLqj6HmnTIFtYcEh2fQ6YAoJjO5qwP6KjpOgZbV3qTqaQoYLp21a7CeVv9lYUr+QE1GR8ZzoVDun+VXR278VjfTiGh3fHO/eaNDOHg6AR+qeN/SC9jyPlzjMp8zAAuAWc4V6A4sTLr1dXszPbo21EcDSyECveralZmqQA9+kmrZTdrUqjnUDt1r3n2Yzv5Gnk2qTkU2AToFtu70Mvve5IRT7SyWPOqVsHnk30iXKU6zTLp/Vfmc0j7doY9TshTn0Px9wamxxnmL3ai7ehCHfXO1JGYvkk9tm5W1g8mOn1XyCG1DafmUEs4F5Ius+u7Nx5wRn20aYqY6G3epgVdFVXOkHAo5luLNyvT/rZccsXSrdbzUkrs7ywqs2eXdm3rmAARqi/Ir3OXX5+r23wO9eKLtNV52cw6fsFrXv/gziOd83Hl0Z2sx1wz3oOIeiu2Hcbl96bt4ymPPgVTSViXp2p36YxWJuLfs6+PlnBEK5P5eZemu/6N3b3xgFfLWvHw3lFreQTy+U2ob1aaejrbDqYuOp74qGpR7IDwnN9qVlZDa6uq5pCqpmOdaGqmGbLtHsBABOKcFigc6hFlB1umWZlHOBQhrPDZTqsoKkA4Wlk2CdSusTkovWrFDnzwqge16yzl8pa6ms8hCbcAYP+xcfzBxXdZzykHba4Qhnp1xDqk9p1VwqiQRowNVYXRUnJHQlsoWJ2CI0dZjq6Tn0Mhna6F1RRB4RDQ8Tnk9/Pj8sEgkX8/5kTf9ty2Oh2fTArPvH7PseI1Rn0cOj6Bqx7Y4cxXCX9amlmZ7nNo7a6jnfJZH6lc5sD7GO18N3OHW9jX8bmz8IEd3gmuT7jlIqa4UqZ9i6u78zmkdmnQmOl8Wk6b9h/He65cGVHSOmZl5fT6ArIVcEitFgSnzR3BUEvgz/5Hql0VMvnrduHdRAQpV1XZfBIUHEV6bm0usvWfdTSHXCr2VcLJm+O0XneZzyGtaMMe86N2Ut0hdS99DgHAmfNHsPAfUyfNBZPITveUC9ps9Vg6AqAo+O6D4lDWBuc4osYpbG/C6XOoJZwLSZc5woY9x5zC6ZBPPfNcyBQshvmdSF0hgXmT0coKcwrLeaUVZJ5Pklxoftu6fdmmj9UHmK18xnfZ6ghtfb6edNOzTDik+RxKEom9R8eti+dusYeyL/42+wJbc9SzsW5iRfb9el8cc00vNIcAYN+xcQiRakG32+65q6KqpqI/WllcHiEn2LY+RV1javJv3j+K79y7BSu2HsJBo53pG3ZVhwXd51DIfcEhi1nZ1gPpeuqs+XOi7znXFX3VQJ+zZ8dqzIX156rSh6n2bW4EZenMtXxc0WY8cSE7SGXMxm06rvT6oggJh+C3nR5qxZuVqe9BaHm6drv2j+bqgbaJUhVHhy4BmB7K3rVbZgvbqNjekXA/5rS51vO60Gz1jiOFYy5y59/lc0q7qY5DPjMEvUKkjkFK6V3twuzkTAoaI9I9sJiOt9Uku8kFyniongQKmkPqziUzTUeZpNQHwTC2bCYM/1qha/7v5ffjjg37Csfa2kC+oyMcmmrLTIioL1y2dRxIx07cQt+0mvzrPoeEYUpjPoNEsY4b8zkk0wgjrv7Ol4MuBFe/AYsJn0fL6RPXrs3+ftMvPxFXrdjhnMhW/YRtVdRqCaCTT9CsLEmyf+cMtXJ/AqVFgCnkrFZOE1u5mxIAhzTOfP1kOVpZtckekAo11NDk0lgTiJ/gmQIrvRitlii1xWFPVCsp3TvVLnqtOaQXR58cD2UCNqVZHK85NGco15jrx0Q6MytzCG3qMNSqZlYGpP2Ua4NLlTG2z69tVqblf+qcYRwdmyppDqUL2GrfWmwfVJxTlC86c/5INv6ZkbbUt/ej+7fjtc95bMGsDIWxzCIEscy3WwJYtf0I/uob9+KC33p26ZrhVqsz9uflVq/8jV+8M+p562IPZV+e8+hz++GhVmmzrTDHjtBwdqG39Wf++7W4+M9fhN983uOd6XslHALyDcPDJyatWm8tTfBRVfu3CZ9DtvlHHo3QLljP3o2UUI1ZCOD3vnQXDozazbC6icYqtHuGNYfK9z9yQvn9ir+vKmLQHFLaxwn9GR/Ydsg6BrmilcVUTyag6+Rhzj/MdLMNCod6hNmczMWXb7IVbIyyKHk20U3EQp1lVg5R7SOwqVhv2j+Ko2OTOH3eCB7adRQnJtt4wZPOApBq8rzmwluztG7NoTycs2u37LjDjh8AjoxN4YYHd2faGiYb947i+0u2YtuB41jZ0ZCqFZa1gypjN5ErVkaGknZ1ssrMyK05pP/tMSvTDkvk2lDTqzkkMGxxSP2FmzcUfruKpD9fcbCQ2GURKtoG2YmpxCuAMetPqdzq6MKVXYfzya9Sv7YtXKJ3SwJt7ehYOpDPHR5y7rDabLyL0bMifA5FlPfBnUc6i3SHcChQz1bTUONQbPs8+9Q53fW7ZnrLfYdbAqqVtYTfrEyPsqZrnJTNyioVK4zlOasKt101ZctHr3OfhuWI8aAFNfFY4ZDIzboE3D6HYvEtHuYMtTA63jbMxVtOAVAds7JeRQFS6HVRiFbWUhrFKl35WvOQekczxazMVkafWVkVh9RA2reNOoRD2eZHZJfThObQKXNTzSFlRqFIJDBU8VuL/R6vWLrNe17fJDE1nHVh5d5j4x0t1M75Tg90YqKNL93ysL18hfl2PgYtemgv3vObZeHQUEsA7aLfwiZNen1YQ9kbjUMJzFTdz7EIh/Q6tLtViMMUil9+75aAcKh5szJFS6RzwsUb92Nxx9G7ed63Hgrl7SJ6PuYZTyXsm5RqzSFR1OhxCYZUni6LkBD65qAQ/nWhSzkgvW/5mC6c08nKGtQcKrtJkbLo2uF3LrILZ11ztii/aVmbUeOWqx8PZnVSQrOyHmF+fKbmkCtaGRDewS642rO0XH1H09QAMJu/GjD1DjYGtdujMzaZ4N6Oc8HXfe42/K6223L96qLfFtfH+6zHnQ4gra+jY3YhUGiX4m+/uQSX3b3Zef5frngAy7flApnY5zZNCABNc6jGzom67+X3bCkcdw1XbudrKj/7daZ9vltzqHivex856L1vVaSUUdHKhlutoOaKO5KVbnKZH//8TeuxpmN3X0iflBeAE1OJd5LRTiS+cecjuG9T2eG5nkahBJVTSa45ZFNh7WYyoqO+m3m65lDwXrIgfIzSHApMNe/asA8PbDuM3UfGvdoUzvxl8VnVX+a7N0OPuhDCv9hvwiF1qyWygoqAWVneRyfpgrpVPJ6Xu5jJ2FTbKyD3IRwTuTpmsTZswgy9+JU0h7RW62qPZv0OtfKrXD6Hir5H/JgLf/265557JlZsO1Q0F/e881Q4NFiaQ3rbMiPt6cSUe3Kq3Lf1Y2Ida1b2kqeeXTqm+6vSSR1S2/Nx9SmJdG9kqTLGvt66mkM6p85J94JNJ9nlYArhviDWBHfj3tHsb9sVhY2rgtZLsV5PnTNcOKZu/7mb1uHSuzZZ89XvJ0RRTG8bu9S3ns7z0vOxfgC7ZdLSEEpmZe2iwMwmlAwJh2I1a0rmtIHLmoymZxIat/W+qeoGj19zKA5bPefC35BZmXuz1kRptQHAlgPHcd3qXdGbDbrmEOD/fq2b0J37qDw27x8NfiOxgqwksbhhQdy7VHn//gvPLR6PuNa0vjHn5OqxSq5ZgjmfHFA4NE1IiYLXc69ZWUjSKt0mSUAnWlnnvDmpsE16gKJZWQw2CT7gFtzEmEb8zcufije+4NzsvMtxYkjAEIPup8RV39+7b0tWlvSacjr1vHUWV1JWm/y7yplP5uzn9aNSuhdG+vFtB49n/mqq+mJxkchwh69CUYc0V3zPYDO5/NyN6x1lkiUtuIl2G1JK/Nzpc7NQzsV7AB+46kH84SXuaB96neUR7RJ87Y5HANgXLi4/SqW8A21GCYfmDhcjdRVMtIy2kshiG27CtGDzgVyjymlW5snDJowF/GalPpRpgfN+FRfituT6fL0l/P28mkC2E9kxR7KnNcssJfCKT95SqazF68sFr9qnur6/bszKzJ27GJ9D5rdbcH7t0NyqIp8xtU/0x/7lpzwKG/YcK41TrvfoMjHw0VTf60IvjgoGAFjqNWIVovqP4aG81pvwb1UV9V2FzMre9oqn49Z//rXCMfXuSv6vPA6pR1xRbiCd4cInI6KV6cSODT6UzyGzvZpjckzfv/VAWVs2hO1RV2w9pJWjWCa9XKfOHQKQC1fVmSMW/yiAzTS3+F3ayjKsCZ7U6enSgLNtLto2mPWF+NmnlP2/FM3KyveJnaeaC+XQd9ytWdmvPO3RznMCwukPBkAhGljV7tLVVwvEf5u2jYtMc0g6NIe0DUw1fQ+1tcl2/hZ+9sBO/N1lS6M3G0yfQ+//6WpnWt/GoJQSq3ccxis/tQhPfc/V2HHohHe8A2LcpJTP62tcH4mUmD8yhAv/+AWFsTVmLmdqDpV9HorC+by8swMKh3qETU2uENXEM3EJOqRGblpi+35aQmQdTqjT1v0zNLFL6crDnFza0j3nCWcUnEQr8xiTJna59c0xVx/0rz9ciVXbD2fvzVc9dX0O2XbpXP29q9MOOqQ27NBjzMqqCApiB1HpubdCwB6trJyX+7jZ6ftoGxMuIHdI3RL2BYFeHzet2W1d8Nn8a00lEose2gvAvqA46FEpduVt40jnuxkZKvoZ0q8ys0gdkOfvvAmzMr1aXWtL3ztKHMLTr9/5iPMa306ggH+R62tzzz33jNKxQyfK70u//1DLrzmknm2yLQu+asrRMcqZ7Ds2gUf2jZaOhxDCPrnppVmZXgc+IZQ5OdOvc2kzmO9TdwKevu/yNUIIPPnsU5zl0DEFDPpznzEv1cQwN2B8zterKiLou7hzA5owdTDLo+YlpiNqe9S34kFV1jlDrSyDfmgOqTYWMitrtQSe8uhTC8fUI5n9yLDHIfWQM8qNR3NImYJ7S5hT16xMr381lpmaAeY7itEafcd3l9cpjfes3u89vGcUD+/NA0HMGxlCIosOogG3SwBzY6ElRFCIMKRFys20IqZJOmTrN23vRe+PbJpveh3a1hGx/XxlzaEuhZd//6qnu08K4LS5bg8o3WgONWJWZmmEmfAX0jo/zHwkafPVUEubnCr7woz3YadZhoiytYKOdU2CvLyb9+eC4Q9e9aBf+0raXQMU09gEMDJKAK2bauuliNIcMtZNpWipaj7GUPakSWzRyszBykV4YSyzKFlWHw+tokO/IvYdwZAH+1hcnbNZlM2WD193ICpRto3/x1f/AoBm7JsLkdM89T0+lfuUCC1kqyJlhLM2DVdUJjOUva9s7UQ6O7tb1+3Nr9HShDr3b9292el48y/+657sb4lwRysECj6HnAIvl3AImtlcRNVKWV6UTrSTTIXdNvDpbed///cS65ejL4Jt6rUjw+Wr9kcKh9T7dnUhSnMoVa3P0xYERaZwCMW+JOg4HOHq1SdFTp9DnusTKYtmZREDviusNKA0hzwam552/m+/9ZzSsSuXbbfeQ2GaMpiob3+qnWBYd0htFMP1SK/69CJP7m5sjzk5VRaS1iEUyn7C09/5zMpcGknm4m2opfkcEo4oWwDeY3FIW0iTCQnyMs0ZbhXaoMpbbzcSbtOxbqOVKc0PxYJHxwm4fJj1pwQqqi0ozYxTPYszxaRmMjtNCheBclQvhbrC1q5c34fpK0vhWxhl437k8N+EWZnCnCdsMeZivRLohfLVy/XZG9cVvnmJopavGtdcGi1tTcADlP2/Wc3KWnn/qy6t6kC+LtZQ9kaFJYksCDyfe+6ZpWsK8zZLhccKh3zjqI1uNYd8/WJL+PufonCo2n197j1isc3hM7PRxC700aNNZzKbwNgwqZmVKVzCy+d3fL3a7hl6s741iW1z2SdAlTJiPYty33Dd6t14zYW3BUpaHFP1YsT0YWaxTIWNybbEkk0HrGv52QCFQz3CbD+mDXRXoeyROw2zadEMdXwOnWJMJm3YPixFnU0TczKkOiSz8//H79xvvV51kFJKHDXUn+ePpM/ThFmZXsc+KbMQIntvTfl/OHP+CJ71uNOdwiHXktLVaWcScMf99ImQz7Tr33+8SksXJzwDgPf+ZDU+ed1a6zk9ipfaIZjjGZEF0gXZVOIPW+p2ROc3ubTlY04AU59D0mnrHiOkyKI7yFxYpU/MzF2KucMtp4+tUpkD70P5lNAFgcKI0WQb8PQQxzHfWKgehgqCElcevhtU/9b9wiG/c2dfP+DT9HSlC0crS+83mcjCdSGfQ90gIKzv7e8vX1qtf3MktZlHFErvqeOSWZn2ibjagfl9tkR+P5cZYUsIzBsZwiuecY6zLKd1/LPo7WnuUMvwY5L+q1fbWfPnON+X6UclBv1bV+Of4smG1ksdzLKqdqjKuf1Q6lvQthA10c3K+okaJ32mKC4yTSmLRpprEeSMcpO4F6vTFa1MRxXf/M5f+9nwIizEKz3fkiK0m+/rfpIkXUSr15Jv2LnzMr/VUDea+zOafofU9lD2xYdry+I4YZtHhTY9lcDtF59Q1oTVMdt/UHOoS59DvmoWEDjVs5bRi1pZc8ir9RKXh6+eQ5pDh45PYqKdftuhljY+lZR6C1fxzcMFs7JAm/b5HEvXD0YZfGtZKcPrWVnuB/cejXMd0E40LVdPOlsRzfdm0zR90yWLLW1qdkiHKBzqETY1uf+8Kfd74pO2hkOr5+rKVjV+pOYkNml7yeeQCmVvKY/NpjmE+cGpCWPMnNgc/M3F8vyOg90mwmbGaiToxVYTlG558YKzcfapcyBhNytz9XLOXciAlk1RYyTuGQphZSMWjfuPlbVeTDMp5ZT9RU85y52R5vcisQwael42ptqJpi4aLrdtwTY+leaRqqJbNIci6uNgJxyonlTfCTUndqfPiw8cqfuqsaFruhUjwOhpzP4J2HEoj/AX842Fqtfn4NZVDp1ESpz34RuD5dBxLdQAAF1oDsUu6vX89chZ1vspjbK2xEgr1xzq9c6ULf9V28vO2uswae3P8jr4w/Oe5Ly2PDnTNI4c7fHRpxXHKP17FcLe7mLWeyqyk552ZLhVqDslxFff2D+95hk485QRuGQjSuBcBb0+5xnCIZfGShXMKld9r2q3Z5+a1u8TzpxXuta8++PPnA8A+KUnnlnQAJ5uXvYLjwEAPO+JYYGWiSq3KWQe9piIuhxf+0y4q0Yra2LOo5vsN01MUww6pg1oZusbOSqlU7M4sZiVBXwOKeF0quUvO9d5i9wYdrMyQzhkOKS2jUn6Qtw2tqr7PPq0ud7ylPzcBb7kbn1i+cZlpU3uvFYrbOVQ9j6tl8jey6ehlfqZK1+j2vquI2P4h8vvB4DSZrgtz1izsnNOL75fod2zjuaQeoYP/exBrNx2qHDOq+ggYxzcu4PkhEjH1PBHavrfBMrfh0vT1OyXGtIRGHgoHOoRZn+RSBSiKvikrb4dluc8PpX4K80h0/QKyD/kGFXwPOxvmTo7gOaHpMyNoh2nZRNulHwOKbX6xjWHPF97GgKys4hraFI1Z1hkkvwY+36F6/6ZCZbjOj1ym09zyHWvOM//ZbOUrZYQ76nfDc9EAPlgU8eP02Q7jzQWKrXs7Gq4opUNtYRVEyXmlR04PtlJmyY27zFiLCh8NvUmmcZJ4DtwhYIHyv3T8fEp/K+v35v9jtIcCtSw/pqdflg819cZhH2mJMrZeR1i1eyHWrmmoa7FYkO9m6kk6YTKTo+bE9wmNTFSn0Pd92OuPOyakDnzRobwr7/xrFKaX3vmOaXn1Kvc5Wfun17zDHzod5+b/R7SFoEC9vqPGYrU2Gmah+p9pxnN5Iz56TWuNpZuflR7l22tPk3hUBNmgE6zss7hq/7h5Vj4jy+PmoC/5Kln46r/+3L8zcuflmu/9kEH/3ee/wSs/I/X4hefUEM41Pl3yJCatVrC6cPIpQkr4RZ+66GuYxhvQnOo83QNBSYsENOuQyb0voV9kglriu3KVb9mdOCQFieQf096RNfpilZmqxvzPZn+Ee3RyvTrLUKLTn8WGlJ8AWRsdV7FPULM/XRE4Hx3ZmXdv1+75lAeq952B72t7zg8ZklRZrJdFqK4yj9vZAibPv767LeuOSThn2/a1iS6NcNXb3+kkK/v3fiiI+dp6g8TqVmZKou7HDYBvrmucWmamuWP9bE606FwqGeUWlThZx2zssecNgePOX0uJHKhyxGLcEjdyqaKabZrl1nZ486YF3ToaMMs+pqdR7Hg/IVYvSO8M13QHIIsRdVQk+OmNYd8nZdA/iabMisb6fgXkVI6OmI7rvvn/nn854G4zhootsGY3RgJ4JmPPR1A3u7KnWp6LDTQq4X4kbFJ5+zZJeCaTPIFXKgPV4IyfeE/MiQwPpWgrczKbCrBEfVxqKM5pOreXEDMNX6fVkdzKPCA7SRPkwoFcsxH2KA5/wRizcr8503/O/Y8wguCKvj6rFbAB5CPOpPIkOaQmlBPtlNHo26fQ80uUHq582X3OVT8rTRAdS78oxc4HUL6mDcyhDe/9CnZ74ITcEf9x7SC857yqLSs2hhqaiOorK9ctq2Trzru3oGs7JBaq895Rr01sbAx25ZacKrj55413ylksT3m8554ZmHjq1/T6NPnjdS6Tj23uU4YEu4NPdvC44mPmu8da6c8AUVsnGjQrKwXmkMxwsOw5pDnXGdcz0y/Osddl5j3itMcUg6pdV990yMcsgm/zfc0lRTnKrZxQZ8T2PpidSzUd5SEQ/rflrrrtk35ihPyFdiVWZkj33RTOC4Pm2BMaYknjs3QOmPwZDspbcq4I4WV0+l+jmIDMsThfhgpw5pDabnqtR+9fn0tOmaTVxe2PvaMuVq6YsLZIRqicKhnmA2vPOF3X+vVZAEAKTHaEQ750to1hwwhlShOBhUffOMv1pp8muVRE+eFK3cGr5VA9oUnMvWBoi+qVbSWWOGQ399H/rdvsS806VBTcyp9EhITFUrh2p0JOW/W8am6F9Np940ZyWTesrIdCotpZci0IlUhTuvnJR+5ydkRu8YbPaJDSENCRU/T2/6coRYmOnmYEU4UMZpUyqROJTUXEOau36lz4oVDitB7TJKi5lBh98+om0PHi1p6MYLQYOS5guaQQzhUIf+Yz8/XZ3Wzlo4VlJumDL5bTrTbHQFx6pBaVdGoEeGonUin6UodmujHquRhLrD+9H88ufQ8LeEOJevDfN+mtlpdwdoH3/hc/OBtv4KnPib362N+Euq51E6q+u1qg5PtpKSR8pHfey7++mVPdbZN/TucN9y85pBZPeoddOuId5rW1I2jyl1ySD3UygSGJrYocq3O4tJtVqbMTuI+pFFHwIc6NLXJpeNrLsofUWgeYauLFy94VOdcOuYbikPO+ntg22Fs1DY8TJ9DtrmBrjmksp2uaGW2uV3JnCUpmpVZhQ6O8V6Ru3nwP1epb9Hyss1/um1TXiFcQOurKPRrRjgkZbx+ra0Nqu970/5RXLt6V9Q1ISYsDqldmPWQag6peTHweIuZcF18ZUp9DgWuh3s+H0JfT/jaiNUE06M5pJuhmW2bZmWkK8pmZXESXwDwaWgqDYATjhCpKg0AnGJZcJY1h4rX5Hm4o3P4MJ9zd8ex2Jnzwzt5+kJdOQUcKTh4FZgz3Io2K/OqOxraNC4EmndInWkOoZpZmXJybJL5L4gYzqSMG0Bdz2o6RS3mnV6jJg91NIcEiotEn9q4jf+645FsAhQ1KMmioGbuyBAm2m0kSToxtAkFSve2PM6RsSlMtZOsLkytCDOLOs5TQ6+xLU3hkN7m7df8xxvSqFxhO/HwIFkUlFTPY3S8uCCKmRj5TLBEQJPHR52oJq2Wv61/8ZaHccGPVmGqLbMoW7/6C4/JBOqKduJ34l6FiakEn7jW7jy+G/7fa58RnXbucNm0TAhR1hyKyKus4aFpq8HukDqGOUMtvHjB2YX2cmx8qrDDb2btEiwoJtvlHdsXPOksvO8Nz3G2S1+0skbMykzfOkPKrKxL4VDn35mmgZ9pDhn9yJAQeO9vPwdf/6vzStfYBLct4dfSzR3WxnE84I/Ehcr/U9etxe3r0+AQvfE55G4vag7niraqsNWV6hPaUkJCltql61F+umIHvq2F6y5FK7Ncp+Ydul/G6fI5ZBtvzUOmQ+qQk12rL5yp9FjIVNnnc8jWfnqpOSQQb1ZW1fWDa1hNLPNkl8m6bQ6vvu99Fl+caf7V6yvd+Cwec9WKOX8XEPn3JdMyVxk/fMNBaIMvrDlU39S9neg+h3x9kGUeb5rva/Wha+madU6zMtIVoV3vutHKBNBxSO3eSVK3Pm2uxazM+J2HsjeOi3qTT7NT2nMktafVhUP/++VPtV+sCQ7UrtuwsVMyd6jlDWWvlzntOOzpkoiFMlDsFJvyOTR3uNUJLS6tO0auu7gc1mXCmAiZWTuJMytzdYCPOd3upFwin1Dl15oSd9nRyHHfVxjtzlVU3yPcuGYPgHSnZeEDO70CJtPnkNIcUmZlth302F2O0Yl29j2Yu8uu77AKoeaYJMVIEXryfcfs0SBe+cyfAxDnQyAkLNXP13FIrZx6VyH1OWM/1916N/5iPUJj6J7fuXcLphKZTTzPe8rZ2HdsolAv7aS4KDi9gn8qkw17joUTRWC+tl/rtBsb9ohhxd+pxqCpBRSuc7Ndpb6bRJanLYuYdqDSmOXUo6iY5XNFutL5hceeVrwm0K70BbUpmO+JWVmmORRztU8Qm/7bhH+r6US9O3NToCVSIdCzHleO8mQT3AohrAtMRaYxPE2aQ1+85eHs7ySRWLOzaObf7caXr72ougxqDlnOq0Wd2izUNw+B+EW2GbnQdpVusqba7XSFsp+Y8gtclEnriFbRtn5Mv8YW4W4yUnPI7NsKWseWyquyyWnD75BalBwsF6/N/67qT8vVfKSl53Jt0Ph8O5moTZQ6mjKT7XIEX19kzOK1CS5elPYBEummYZXxw/eZ+V0DhN+J2qStQ5LECXDN/unBHUcKvpMAt+ZQL4TpMwEKh3pESHPI92H6Oto0tLrMfA75OMWyiCh5u88m0uZEt97uodlR7rYIh85yaBFJyGy6qXbddGnuUCusOWQuwp2S9YJwyFff2kSkywFQLQCVfxEpHRoaFW/zyWvW4lnvvSZqIh5rVuYShD3GEeVCl/6rNlDSHIJSA/VPBGKc//oGJBX5a+/Rcbz98mW4Y8M+Z5kTWdyNPGXuEEbHU3OfoZawOm6MHSyklLh/y0EA5d3l2B0gE333KvS+21JqPoeKd7hc21VVnDJnKHNUGDPZCy0o9DzqCGYOjFYXDrVabu0gXVjz97/29Gr5RpZfd4Qaq6U01U6yBZTp5Bjo7Bhrs5v/86pqZZ8OfOOZTQBiLgZaQuAMw09MTPWVzcrydxzacfaRB2rw7Vgb1ziO6zz9nKJwKCSE0b+huYbPIVc/Ges8HSi3UdPnULfMtHl1bmZfPO7yzQiU+/bUgbd/rM21feMYrak5ZGP7oTH85udvLxyrE/xBx9fXDWWaQ+HxyiTTHEodAZWi4MXWX8mszHIv1ccmyfSHsrdqDsniGACY/Z1l40q75nM3ri+dV+85JBgwH1uvLVub7la4GDIHd24oo9j2qi7knRu+stx3uUy7ba4hrFE7AZzZiQBdS3OoXQ5l72qeZvveq20GJkna3qqME6FIgi6klEGNwdgIyjbaUmZjtO9TNYX9n7n+oVIa/f3q68iyWdkMG9RqQuFQjzAXbmZ78of/8wgrOnmZfilsnGIxATI/5DyUvXGfhszKDnZ8mehS97NOcQiHCjtDyBboeZnSj9bnc8iM6OKatJhOml0UzMq67BTURGdkqJWFlrRpaLgi87g4Oj6Fsck4e2Rl2hXizV+713r8z17y5GC+uc+hcpr0Hbvvm2oQuFU6Fb5nMHd4jlqctuv56G3szPkjOHxiMtulNH2EAOV24HqcRAJ/9Y37AJRVks3+IXYOqu9uhN5jIvNFiOo3fJw5f8QqnHDnH5jsa5MCn5NeF4dqaA4NtzyaQ8jr2SXkdBEr6NGd6A8JEbXzrGsOqfR69ScRjkinG7P9eieaMZpDSEOgv+c3n6Wlias7Hd0hdbogjKsrVzKvK4zSmJmXwcZwS+BRxtgX1hzKn68crcw+fatiomomzYWU9nLpfau/bvrfRuvQcrzDXOBYfi5z0fiLTzgzrT/PWKvG+JgxW4hmfQ7Zwo73UvND9Q11fA7NGc77w4JD6myOEV/ugm8aWzmH8ntNdyh7u88h/e/0R8isbDKg8avaXWjjtxytTBNUWd6ja77wxEfN995HEepLRoZa+L0Xnms9r3+rVaOmuTZ808PFcy7hkO3ZXeXQN7+rMtGFWZku7JhOzSEpw3NJtbFc51srRCvzpPP5JlQUNIdG3PPsWSIbonCoV5gNyNyZ8XXOIQfJ41OJd2GodiFsDqnLkme1Q2ocR70Qyi65hr6YOMOhOZTIvCDKKaC5KKqqOeT2deIf7AplN4QedVFFmTcylEVD6HZSphOTkzLtqspQS2Ddh38Tf3jekxz3LuYrbffpTJa9mkMQhQWLraTfXLzJO7iWI5XY06mdXZtwSA06tnVWbPXpZTQnFuY3Hvul6e07xiF10azMn16PChKzkxxqu/p51zvwPUKdqISmbwnznKLq2jV24nJYc+zdEsX3+uzHl01SAGQ+h/RymbvGel/czXqlV2t2v+aQrRzFoyqy29+9MteKiinq+GR5XM13EuN9DrmEW77LzQWUuq9roXzWKSOW507//X3Hwkf/hkyht0sG5Bq3T7FEL3WZlbne590XvBrv7/gli2GmzaNzp+LmPMK9O20zN8l9DtlrII9WFq6h+SND9X0OSURpmVcJjGHD951lZmWBe9iqIgvekRSDR6ikseY5psay7V5Wh9TTZVYWiFam/gxFAA3VsWp3oU0Ljz9q6zzYNYe+5f/9GlZ94HXee6X3C48frjR6WasKXVxzGN1NgsKpOZRIPPFR8/GaZz/Wm+9Ff/ZCbXyvVEwAaRuJ9V3rE2iodUeVtu3bGPc9SiJleH3Vqeu6ygjC0zcrYrSk9Pc7z2NWRuEQ6QqzAY0Zk1hf5+zXUBFenzv/f3vvHW/HUd/9f2bPObfpXvXee7EkS5Yl27JluRfJ2AbTbFywgRiDwZgabEII7cEJSZ4HUiCEljwQCPzgCTx0khBCeAKhBALGVGNCMdWAmyzp3ru/P3Znd2b2O2XLueeW79sv+Z6zZ3Z2dnfqd74FyDvqhSP9OLBxoVEuunOhJutVdqhtnbM6Zpk7oFnZDOnxeBxrjiEjIdDfbjmFQwXNIcv0Xp1UeB3rpt2fuaCfP4v2v2NDvteBTpSpndedlKmETDTlDlxZpM8F+7X1Ok/5Ngr1OaQ+Euqefv8DdzrfWXEwoi/4ka/9FJ/5zi81PyK55lCMKKqmPSfRhEPGAuJ+Q5spdKddfQe+1zg2bgzMlvTSlEyIvF8K0hwaj53mDuOacIi+P9c9VDF1aLeEdUUvRN4flH2rIeHPAeC3itN41cQJAP7nE3fhPU/fXzjneBqtDMg3Dcy21Gf4XqtKU7LoxSN6tBNXNDeqvAXBCnFLIVpX5li4av6gZlYW+qis7bzEo/ZpDs0dKo4X8pzXXLETZ2xcUPhdjg8vu/SEwgTX9swFaOepVDCBsmZl82f1YdmcMG0AYGpMpFfNz+9HvrtC5DzHTJl2SC00IYOJfK8hj2eor1XZrOyXDx7Ftt//mHaM8ofi0zjx4WomoZpD1JiTR3aNMaYsIMv6HBot+J+0X0tqMgATowEXCZBzWipoiqZJT+Tle8bHK2oOAcCPf3ME3/jJ/eSczPYeOq2oMPehFupun0PJX5swXB0nypq32ZIndUBHvY/fu2Sbkkdc8GllsmR2Px514vLgeQQFZVZm2/Az38fnv3+fck7qx7CMcMjyoISAsxMbj/0WF9JKpEpbGxuPs77Z9Wwp83MTdcxU15Hmuo/NyphamI32qOEcro7m0HHCeZ2KakqybdmIM63Nxl6Icr4LJLZORLWptjl2ixWtktznkLooSiZiLuFYweeQ5RZsUZxMXBpGNt9JNnLnxK2sG2syrGxIn+WKoOLC13HHKO4uFUwrkQ+k1utAX/BZi+q4WXOCZKvG7/nCDwEAP7cJhyxmZYUy23ZvlPmeaephOluWOfiEUWVCmo8ZO9e2JyYvqU5wQjTafvXQMWx/2ccL0bUkIZpDZTTAQnBN0jR/NCUnIqHJVeFQJPQJy0C7hbULhgrnjI7F6EhHwOmF7vnVQ9lzNR1S11mv2BxlluUlyuQYKEZ3UqHKazPJ0o4FlENqDr3gws34vUu2Ye5QX3aesGxwUNqyNkGLz1EqVV5b/aPGC5lHuxWRET1lG1o2Z0Azt/WVjTItozZlzNcmzwsZ+l1JppJV2QduPpB9zvpCUzhk0bAG7H3yeGyfyx0bi7M0Pgb7Wl0PZW/6vCmvWWk/ITPXqmBWlguHEgHKgOF3K3SIUM1PAHr6EKlzz/RxVFCeL81Ap4UjhPNobV+H0BxSu6ztyxOt1FCzMp/gnXJIfcYd/4zDr/9MKc2hpMz6d2qO494wFNbzknPz42U18W3zD0qw26dok5jXjIS7zci8ao3dRCh723N3zaviWNdWDsH1fl1P/H9/7geBZmXVTDjHY2XDz3H+841oqmQ/royZfZqGvp5uZoiGWDjUNcwKZXb+ror8+n/+rvU3AfeO+toFQ1ljpLR/Cjar2S5rcTJUJVKDrSNQy2zziaB2EFKarPscEui0hHUA/NQLzi50eLZJy5hD6FMoV5yfowqSRioKhwY6UbazeHyCzcpih6q7C19ViA2NJGpwNSOOUAhzF81S1DKaQ1YHxUQ1nDPYwf2PHE8GT0E7pA5FrfPmAuI3ivlRUsY0ncdfSJmQ5uPjcS4odtyHatIk301IKHvJR752Lz71zZ/jlR/6Bu5/JL8v9T3Y3oGrJlbZzW5FLrMyKIKDcvmGph8dj7WJvNpuIiHIWUki/Im06zzprz+H573nq3jk+FjqH6AZzaGjDWgqXrJzWUHQ4NpIILWChPndLsRxMZw6n3/WuZvwtDPXaxcUnjzU2mWbKLtKYLsHl1lZmfyBfEEtxz4VV1dAjbEhZmXyObgXDuHtcipEK1PvNI9WZgj+VHU0A9qsTGTjHcUPf/0wgDBt36FOGw8H+JgMhZpzjI7FWv0q28e42pmsi76FO/Uo+qQz6zjG0dGxLIqQTBs6To2Nx9q4QJUkC2Wv/D4R0cpsmmHmfArQ66V6P3/yhF0AdD9/FHJM9W38FszKPPNl16staCcS13a7GnCnUbN713/ogTbMzWITm2+gpA7ov6lzOC2ibuy3tGiiF0zmxXpOalQtFXc1SH0OlWjjtjWSXKfZeP0/fSfIrGw8rhYAaXw8zFfR5iUjeNqBdRjqa+E9X/ghGaRG3XxRi1JYL03+Ia0RWDjUJcwGQ4WVLJ8nsXg2GB5oZwNAJFCYzFijphE7uWU1h6SpFIW60KNU3oFUtRBy9wYFn0OtSKDdiqzCsXULZxUmtbZ7UHexXGtQ1VzK3PmaPVAupLQ8PfE5JJ21TaxZ2dh4NVV//2RRFwaRwiFIG2F7LgJCq9+2d11G48Q2OH3u7vsKx+YMdhDHidmXamZVBbXs5iSl6Gw5uY5PM6jPMhmgGFPsvWV9o5BtJtGUSoVDJQQzR46P4Y8/8S285d++j898Ox90dc0hy3N0XKaMgEqiOiQ2kX5tgGSiSWlq2KgikGkZTodU4ZvK8bE8coj8/aGjyXix9aUfw9HRcWPhVroo2rW6QdloZTatGz2N/Xrv+p3T8GdXnYRDO5YS10uIovBnZfU55Fy0mINm8sf2LOYMFs3KNB8ixFOQC3m1bUpsWo1CCLIfGQzyOSSFlP4H5+vHAUyJibR6H/J5vPZxJ2ppXPWINCuLihsmKt/+6QPB5Rvsa9U2+1KhzcrGNT8bZRdqrucj661vkejSHIrjWNMckgt311xYy3tcD05O+hzKHFLnG2gT4fx/qK8dIBxKy6g+aOWj7L+OeerJ//3qT4r5EDgFHSUnkGZO5TWH0vOswiH7yYtnuwNPWOeRcbGO9Gum3cUyup9Zms5ZGjePHC/6mrVrLdrf0XiczK1c2r5l8vPVBt/+93gqYKrS1saU81yny0i1cQy86H3/hYcJTUyb4NW8dzYrY2phNgjT59BQXznBgkRAZKqhsjFoAhQhMoED1WGZ9dqmLp04Bi7XWFupNoxaNok6MbB1aFL4BUhpclyIztBpCecOVEE4ZOkAtVD2jvyocKKSkZLCIUl/O9EcigF87Os/rZQHRYgSUqIyXUVzyF8X1MkX5dtICtrKaA49Ypn8uW7BrB9lor/JcNq/ffgYIiEqmVZKdIGoaVZGaw75drr6Sg3ohlNLyzCeaQ4p5Sijnn3k2FimGfng0eP4+f2PYM8rP4k7f3J/lsbqkNoxtSgbeQRII4RZ6pd6WAD4z5degEt3LQ/KN2TecnDzIvzfZ+UmKomikNJ/RbRO06hiNibfhenPTJu41FiwNDGvod6ZazFJaw4J5/fkmL0Mfe0Il+5a7hXekBpJRNomNIdyoZRNOFQURkZmpTT46Nfuza5l9iF2gRatzUKZlZnypU5WD8msg8nH8cmPWofkI12/aBj71s7LjreyeVLxmVNaWrnPIfoJ3P3Lh0gzEQpK46sOlNB9dFxv1QHW1BohZmU+Adc7PveDwrFOOh7+/gfuxI9+faSgOUQJu6l2YY5n1DNQ/b1RZlzdYqivhQeP+szKUmGVxeeQfC4+f6QS332FOqQO0WQ2L2Wax/rKI9uctY92CYcM33gm5czKVM0SYvxyPlJ6XVSGI8fHCv3J6Pg4Fo0UBWBus7Jk03CoE75+sc0HXZuOKj5FVHXtV4bxxK4sKYvjBQiRvDPXfNOMjJ1dY2YqDrFwqHsYmkNKp/26K3dX3v0VIh8QZcesOpqMIqGYkhSbi9k4VH8j5vGywqEoEpkzYfPM0QCzMkCZVKYLW3V3VAiBdhQ5nTibixRqIAJ0s55QqbjZSUhBQln6Oy1AJNd9zxdpfy1VCOm0qvsc8lw71lVZx8aL3bA0aXPuOAuBjYuHs++mry41LxumNlYZPysyhOWR42No1XRI7TIrMxGB6cpoMo2Px4ZzbzpdtvAR+ecy/n6OHB/P+qIHj47hk3f9DPc9dCzbpZR5U7h2OqtouYzFsXWKoPaHUiss9HGG1INrTl2NnSvnZN/lblX+3aU5pPt6mWcKhxy7lhONWo8u2r4EK+YOltqFBOidVxPXZM8ltM2UYX3z9YD83H2V+V2k16dP6rQJQZVbNpT11ZQmr6tOUtq5pczKAnbBXfS4ipaC0hwC9PsUophWQj1rIUQqnKevOTYe4+FjY0Fmd00Lh6g+d3RMF2S5FutUtXMJkzrpjz4taepZmXU+1xxKoO6F2hA0F/vv+o8fWq81Pp4/i7pC0hAS4dDxwnEt0qjUHLLUVTmnNqM32vDdlylwMLXCJbbIwyqkIMUgpL7Z0rjuZdGwW3NIrpUuPGGJdjzxg6PXLV04ZJYxLIBPHYfUR46PFXqLsbGYFNC5pm8xkvvevnx28OaYa0M5pA+zrcPk+THiam5MVI0j11gd8OTVMU8tinnvVaI9T0VYONQlzPqjag7ZHGXefnirN18h8oYvO4WBPt1RWhaukrhOQXNI8TeiX6e81oSqOWSi7hrZIxcpoUrjpMtRy9COEr8LrgWlmXUn4B5cHamqYvyz3z6i/VZVc2ig3Up9ElQ63UpIp+VSdXfhe4rmzgLl2yhGgOYQgEM7l+GpB9YBsGsOuW7B1Dgpozkk29Qjx8e9qsI+QvxsSeRlQoVIISTRylItQgi7Q+qsD8j7izImXY8cH8vu78FHRklhnO19/fjXR6z5lnUuCQBHR8etD0k1sy07SXNF48rzL06CNQeigjZ5UyOHyIn0/Fn6pLspzaEmUN/lX127F5998bmWCDTJX6q8xWhl9vMpnGZs6jMPHMNs6dzPWpDfbIIV6rgmHHJqX4nCBNstHCrW15XzilHGzPcgz3OVZe3CWQCA/euL0dWmIuqd2rUORSGthOobIqHPHSiOHh8LmgP0W6K7PnbPSv/JBNTm2ui4brLiEg7O6i/Oe1z1JTMrqzLvMPIt+BwiNYeK78PUjFI3LsxyJsE06Ot3g6G+dsGyIClHXPisaQ4ZGw99rQhHAh2X+/rFbctm4+pTV2ffda1wVThUfg5M+xyyp8+F7vTvrrrqE6zGcSJcWWH0jXKuquKKGJrMFV3XkQmdxXFy5NhYQVChah2r+BxSyyAX15++JujazlD2Ac3atZYMsSiwlkvxOeQ6W6axlVVuFlIUzcpKFnKKwsKhLmFWIFUDQoDuDIMiIylNQKrcqppDLSGyATMSxeuY9dpmr2nb5XbRikRQtDLbbSoagpnPIXUC3IoEOi235lAxNK//mTql4spPf/6p7+JnSmSrqppDA50IAtV8qrgICj/uUHV34ZtMHB8bL9rIm+qYcYDPofS3HSuS6Bs2zSHX4GcKFcpooEjhzCOjY6SfDwpbClUg6hf6JLn41LTLtMnE51Caf8BCW+2Xxsr4HDo2ltW9h46NFswH/uJJe6zn/vLBo9bfqpiVHT0+Zn1GkaE5VIageiAnIJDCeb1uSNVmk9Gx3CG1LLtpgqTWn4kwdXBBmpURz8fUhlIJuoWABSd5WvrXJowrk596/muu2Kn9ZtN+so1vZZ1uq7u6kaAcUpcTDi2dPYA3X7fXuL6eRk7iXXlvWzYbn7vtPDz59LXWNLkG8OSfSavvQL1vdfPHtQClnpWAHO/s16U0AShsG1xVNQipfvX4mO6Tx9VuhgnhkKsssk5Viz6pfzd9DlH3Qr2PEI0aVYiVa+p0v6+lfIEBet2Rn21+USCSMeKRQLOykFD2e1bPy75rmkPKo3T57fvPl15AX5t4PyHjaxWzMptbCcnYeFww/wbo+aWmOWT8FuqQuk5tOnKM0Bwaj8m+3q3pk8yRQ9ab6nUoXJuOKk7hEPxRjG0kDqkDzhPJP1tZXeVjszKmUVwOqanOCPA7gDYrJWVWJgS0CEXFkJR6LjZbeiH8HauJEFAc4OrnjoZoDim/SUGCGUGj3YqcGgVmziH34LPPVX9WO8nqPodaiES5BXgIYT6Hqkm+fR2w6T9hbJzSHIqDNIeAfIfQ5si9TLSyUKeVQD4BSMoZNmmxTchUIaZP6CMfCeVzSFV5LjN+jo/H2o6PbaEm+wDpsDkS5bR2jo+NZ9pZDx4d1TS1BjoRLjlxWaUBNUR4aoY2Hu5vW59RIvyS91quLCFalJQ2jL67SwsrRsfHlUV5csy8dXUC2GPZEAm1W68KHU1CJnQhC04XNs0/SgvdqjHiuKbNXMIqnHRoV5nXAoBT1s3XfjOfsVM4RPQjQoiCuaKZh+z/fI936ZwBr78noBkfV91Grwf55z9+/K48jawzxD1TcwyfzyFA+hDxl8+2iKsqJD5O+RwaMzSHHBWAFg65FuhJ+as41TbnpSHRyqiyU6HiC9dK7+H1//Qd3PvbI9a8mmaWVThUHLvV8uh9RyI8Djcrc99XsnbIv9vMyp5x1gZrHjaTs/O3LS4c8/mhBOwblG4NU0+0snF6s1L1OyXpODSHkiipduT7q6OJduT4WGEROGoTDjmamvQ5VMYyxCnYDWjWLs15GeG1SlNTi+Ubj4RDOuSysCnc+1QY1BqAhUNdwqw+qnmMzXlZ0ECkJJE+DFSzMlV7R90pz8plFCyf9JjHRSnJsry21axM1Ryy3GasaJVIlWy1DO2WQCcSpTRBOgH34FSZdOXt0QaxMdCJIITbsXYVQhxNjxNCmxB8VfPYWFyYzJiXkQI/V16yg5dCkqM2szLizcjFlDlhrGJWBgBf+eFvgnYOf3gfbRp1rIzPofQyrUjgz590kvbbkxT17jKTi7FYdz5ue+umaWkk7BqAFJ1WlDnCfOjoqNY+Xc9vhFhkqIRoDj3/gi24545L8InnHsSS2f145aN3ODWHJGXNysr2zfIc3dktvbs4rmhIyvRmn9RUtLImoLoPqkxy0RxiVkbhekcuTcY8yIJnwq5eyyZQVH4wJ7g2zSFbXSE1qJQSmmVYNJwLcpKNET2BOrmfO5QvxARox/WUcNJ8D5lwqKFKNhWm0eojUN/3guF+nLV5EQC1ThWhzcqE14Q7iT7kf0K26K5V15lUvzqq2lLB3T4pszJXeln+KppDZrbm5gmVp91tQfi1vvvzB8nrd4NBS3Ca8fEYn7v7V7j9/3yNNnPT6m1JzSFP+3ZpXco6+7ord+PApoXWPKjT73z5RTh325LCcVdxcqG7+3cK74Z7nI4TRrKb3vEl/PEnvqUd61c3ogr9qPMyXdUcovp6V1uL40QY3FLt7D1YQ9kjJufiJq5N+tGxcU0xoAxatDJHOmlFY9twNOuJekemgJ/NyphamIP+IwFmZUG7ocrnXHMof42tSHdIXZCIGvmZixL1OiUVh9JIaXGhnIA5IXHtEoisnHGsPxM5QXYtGgtq8gE34Zo0UI7p1PJsXTrizd+kPw1l37RwKMSmv7pDavdzPD6adPAy2Rjhb0EK/EKcD2bmXVaH1Pr3O67YiZcc3pZeR/+tiuYQkAim6jmkzgui26sX08pFYjuKtJDCgP7sy5QmCVmqtEfLe88dUstJWDkBbLslsmdcEA45nh8lMFPTy3xCfLFtXjKCz99+PrYtm+1wSK08v/RDqJy0iuaQadZrmplR+cs8zMmYrjnUW+kQ9cgoH3Wudx/SrCprDglZpnDhhE2IqR4178f2GoKEk0Ieo68FAAsVZ6qRKAoJ1PL85dW66SbdtihzCP27PK+uOc1k1G6z4RqPKF8vJjYfKr6xNtQ/TBVzGhdU326ahbs2MyjtVldRZPmrzHeKZmVScyjJi9JGsr8q9/XV82RZe6s5BFz5ps/h7z7/39l4YDMrE0iFQw4NKXWu6mvfrUhfO6hPTtPWKCnu6LQii5mxa02QlimgXzWxzf+zeWrqs4ZK9elv/0L77vY5ZN8YB/J5Rp1+8cjxscI1RsfHLZpDrg3v8ppDIffmwuWzMbE6iCu1tV89eDQz43Y9WxmMxNYFmf27rimnpw0Rhk0HWDjULYz6UzQrKxLm1yJP05cuInWzMl1AYzaYL/3g19p3m9Q1qqA5FLk0hzSzMvp8ea4QueaJ6XOo3Yrw0/sfoTNAcbAK8TnkMl9xTfAiAXzs1oNayNsQOlGyp+3ynVSFIM2huJofiF88YPcNA+QdfBbxIy5OxaQPBuekNv1NDsQ2wc7n7v6Vnjfsk4QqPoeAZOLQjWhlZJ2UE6BIFHyWqEUI3X1tRyLREtM0hyxCTsP8J4rK7fIKkb+nBx7RfQ7Je6WqHLmAVd6hnKD7nHlT5aGP5zuEMokslu81tyK/g37zVzNapGlmpuXfksKh5Lu5kHJNTCcaW/dhthXXjm/IwtaVJMQ0NRJ0PZZvxSX4oa5jCmeKptjCmZcWKtc4h2JE8WlHafLK+rh6/hBG+nUTDlt4dV/koH7D91VdproGviy/fHXkpp5FS8uvOVQMTU1h6/+qDk2UQGV0TB8dTl03H88+dyN5PnW/zsiCaflD5ieFfM362dHHE6p9Vx2z1XtQte+7zZBFg1atO1R5NMGyEOhrRaRj6zy9cm6AWZmKWk9VE7eAqZxRBvqZBsj6HUED7Ofa2k4eQS92jssqbp9DgEvROVbWNlWhzFBtPod8G96j43GpCKO1fQ45NYfi0qHsV88fAiD91NJrWBVzo65QvoLmkNL2TPcYU3xMC4WFQ13CbEumbSQ1KQxZBKlnSXVC1aFdS+SL0sSMwZ2fbdIjRPkwnprmkJGf5pDao/arTqwK0cpKDmoh0nGXnbarI8gimJTs8aXPIXUB+Pc3noYls91hN32EqKhTGj1NIJ04ynerhoNVUU0HKeRP0mTPZhL2me/80sjX3vmX0Rzq75JwSG3blP8heRXTFCn5Lf9+PHCCPXeok0QrU7as7Iv65K9ce0ZCaNe56xUXO681Pp6b/z10bFR73q7nR+1Aq+tfqSEYIuBVsbXHZIeQbrP+aHLC62OM1hzSJ/PWcLyGYMEM+9zRHFLnx3/3Yr9WVdPceHA9edwmHKKmbUFWeun5VB8e5g9POBffmi6rTXNIOWzufhbGzPSv7d7U9PnYYS+DWiWFKDomtkUuEkKQ9TnEvE8ugKpElqKuNRV2WV3jUaY5lG2iEXWRMiuLiuHTTR4J9jlUflHsgtoMS6KVKRt4kcDzL9xiKQ8dnc2GbL9lNmkk5j1KrVpZUkobqapZGbUJ05Rw6HfOXGf9bfeqOeRx9X3IeZAmYC603ZZTc0jtM8PMyorCMiDvGwTcTpip/sYWqTkkH2sUyJJafeo5mUPqgPeszleKG3gezaH0b1lNq+VzBrLPiVmZqTlERyvzRReTmkOh1dul9Rci4Hatw46lWotl5tqzB9tYMTeJMBdm8e82MncpQrBZGdMorkmRQB3NofyznAAOdGw+h/ydnpxgUmGYq/gcso3/Y4EOqQGk6n9xocOIomI4X5MqwiHXgEr5zsnKY9G6svG26/fhTx6/C3OGOgWzsl2r5uJFF9Vb6IVM6OOKZmU+xtNQsbnmkM3nkGeXKP1NClDKOLG0aw6F59HXytvSaGgkBAu2aGXkzqsiHDAnQerzogZiSi199mAH46njQYpZmp+yNHw18kmYep6vGxgbjzOB0PHRWFsESI0zqj/0aQ5JP2UugTD1emypVT8KBXOaAAHUsEc4JPNWhdzqdVx1yTTvNU1nO4QgYPZAGxecUHTu2U2+8+pDmqNkleL4Zd8tDfI5lCYZJEJ5u8wi1AicoevREPmj2W4LQtysbrkFgIAqSCoeA3FEBmPQyuMy2SQ1h4gdbyOZnFNU8Q8zVXEtGlRtZht0tDLhDWV/5PhYkMDEJgitOjZZo5Uph8v6cXFpoqgL8bKYj6+oOTSO6/avweuvOkkpS1heJmp7lj70mrIq+52D63Hd/jXkb2dtpvtwte7Id9YixgEAmZ8xm49GQH+nIdHK1BTqXFWWJdnscGZTQIA+p45D6irCIdmmxuLYuh4zUftUs8+IhHBbLeZ7dMG87YZ9+Pun78++J2ZlRrYx3df7zMpktLLQ4viiny2dPeB0neAyK5Nai2X6szgGVs5LhENBm/TC14ebF8g/mv3WVIjA2QQsHOoSPo0TqqKW9TkkJ3KmWZnqc8iH29FiuZ5f7pYl+ennqg6pbcXSNIdQ9DnUjopOOU3U666aPxikjfWIY0CNlf+buFTNKZbPHcRjT16ZnqsvwDutyLsI9xES/Wx0rDuaQ6PjujCPioomo7e4TUKS38qaEsWIrc/PNWEyMQUWZduAitWsjCioyH4r7qyp7Zh6d6r5iWTuYKo5pJiYqqcuVXakWkY9ThbVfmGu5PjYeNbnjI6PkwueULMydQIozymvOeQ/bqYJcS5/+a4Vpa7bivTdKle4W9lu5O27fA5FymRoIv0PtSNaI0X9XWU868+LaUP6OvnsqFDPzlD2sh6jqIGl56/kV0VzyEgr30uIiRqZh/GzmjwSRSEB5cNIQjkxDnFILcteRcuDYirMo92aQ8nfSK1UBjafQ3IOY+PI8TEcDREOlahPIVDv1tQmcuVMCsOMQ1eclPeVWSj7BiqDqW06OhYXIkXZNx/d11dPezj1B9WUzyEBewAS2zW++dMHss/HCc0h3azM73NI60+8mkN6enU8kmWxaQG5EIK+tnCMBzK1NaKkS5BpMyvLzN0Ts7IQKYk6RzAvac6ZmuCcLYuxaCS3Jnj42Ci5FOnvFO9RNrWDqUN9FdJ/lef+fZpIT9i7Es+7cHN2zKzTrnWbjHRctjuT0fAcXXMGtTGilc8Y29W7nUH7JBosHOoSrgV4IqkuVlXfQJR1ZCmyPkvNob52pO9OCv8EIndGqx9PNIf8kwAzL1sHqWpR2PLInpnIff20jUWRL/qYzPv2w1vxyeeeFWR+4DI7ktouFL7QxcX0ejnls/q9S7YVHABWIaQTGxt3q7pXReYr39eH/+snhclYDKk55F/Y2SK02HjUicsr+xx6XCqwA4oCizpRezThkHI/9MIt+ZvUA/039baotS6l0TJnsIMxQ3PIZkZjaq2Y9+zbZVTDBI/H4ZpaVL7UQqhsXQiZRBZ8kwW85+ddsBmX7Vpu/b3og0Z/d33tyNr3mQ6pCz6HtIlpkiZOdz0nCu9YYk6wLBsFQOjGRfKXio4UJBwSgpzUkpe2lEe9Z5dwBsgnnyFmQD4tIzW/JH1x7JPliREXnjHtc8iy463mWUPLQ2Ui62VdXGWVdVjVRjOhxojEzMQfrSzE5Nm1614Fajw0y+HUciR+M9P/6RN35+kbqlOAEsoecjMiTp0cq0ITi3DIc3n1POksvCmzskgkQTvK8Fefvjv7nJmVaeXRxzOvcEj57BtSE395eSL13eWbz+UX9IlAqXg8yKzM0gyci37Ljap1MnSKp2kOiWI/GmJWVpb+doSnH1yPS3ctT/oLou0O97fx6sfs0I7J9/WWJ+8tpD+maKGtWTALAPCkU1YX0gG5WZu17crHYGialZlfSWf4ZYMgzEmFQ6bgXo3cmZXHU1llffjoc87E5247T9MOogLrzARYONQlXNUniuh6GiLIUFPIhaI0ETl3y2JtR9YVjjLLL0tvdHaRTV3ajsshdRlNhEgAiJOJmdphtDw71yrD/R0MdFq1J1Yu0xxV0yIE3UdE/nk4XfzU1QII2ZmTGj5NM2ZoDv3xJ75NqMAmaVy3KR9RGc2hV1y+HXMGO9a66ZuA//Hjd2WfTeFQlZ1DeX/qddV8Xf5AKJ9Danuh3h2lVjzU38bdv3gI3/5ZsvsYx7oPKPUKpvagOUj7qqUqHBobj61+okyoZ0sdK+2Q2nLcFM4C+eIv5BpRJDB/Vp/99yxP+V3vf10CYNO819zJb1tUtifUObXnUjbNIXJBHVBumWS4rHAI8lnSZmVlnpiatuCQ2sgoF/jQeekOqfUJrXYsy08dL4rzA1UYpwmeQGvChfiKkfWsbiRNs31NZtzRymSa5G9o3YmE2yQdSMzZw4RDfsFlGahXawr0nZuAjs0NMn36Y5WqYNYfqTn0yW/8DP/2nV9mfgH1PrH8dQD93X75v3+d5NWQ5lDZCKAmUrBk8zMGAa9DampDyIapOaTOO1SfplXmrFS9dQkG5C9V6rut7Ugz7VHpkDqgZfdZ/P4B0mrCfm7ukLrcPQghcNvhbdoGpkkkBK4+dQ1OWj03OzbumNfIQDjtdD5zzx2X4CqLcGhBGjHTKhzK9/Odmtku7e/jmZli+LMRQhUOyTIkH644qfisBMK0Ibctm61p1QNFk7opMKQ1AguHuoXLrAy00CbIx49y3kPHRgEAK+cP4cO3HMD/unK3sYPiHyhlp1zQVgCtOeTbUZKdkkuF176zk+80j8dJDi3DiZ7XrMy4H2mXWpVE28VmViYX1WGdms2/RL4wrFTEjJBoIGOG48lQnrh3lSffGIj1Qd6c2Ek1e/P9r54/lGlkyGfpCqVrwzbwlopWVsKvhw35DNQFlurLiI72kp4bFdudeluh5lnf/dmDAICPfv2nAFKH4ZY8TZOmoi8V9zNQy6T6H/JBOnIN1CZyYXUuDPtkNrS+uRa7lFCvsOC3nNs23oHpF0TVPDNN1UJZNb9eX+gdS4wErggtIa9U3ltlszIRLpyw5aYvqNwOqWUuVgGgKcEBLbCkyhQJURBOyTpDqeQvHikGN2i3CLMyU/1fLppqmpU1s6SeGFxN6MITlgAAVpScR0hNgvGY1kyIRKKdEuZzqNloZRTmnMBpqlNhXgg043NI9tN3/uR+XPOWz+P4+HjBsa5ZlvfetB8fv/WgV3tDbQuyqGW1Vq15CxEcTIJCLqApv2VAUoc7rSjzlUShpvetNUyBm25WJhfz0P6GUtYiwaeh75pv2DaH1SiqpmDDBinc18ro1xyqWpu2LRux/iaI9rV//QJresp/lQ3ZJuyyIUWLTLk7M2/XtaqYlbWjKBMOmf2KbTPKKfA25y7K52Io+5kBC4e6hHMBLoqdC0APuudt1Z3Vqec98EgiHFo43Ifty+dgoNMqOKzzCS5s6tKRoBu0axKg+tGxdSY3n7PB2kjzHXdpzqVHK6MWzibyV1nOFx/aij99wi77CR7G49gqdHGpmlOoAzvlHLCuFkCI5tDYeDUb2kftWmb97Yl7V2VR0FzvR75TM4kWJjz9U1ZbBLBPUspEK1Mng+982qmFd1JmUauqkav5kqaR6c9twqxM/U5qDimCjUUj/fjmKy/GA48c19K41iAFs7KK1VCIVIOMqGBUlaPqCm1W1ozPIZfGTagAyqkRSrw3m3ZJ8Vy9DzAnPNSuZWgIXkldLUpf/2QKPXMr4XLjiAm1qxwUvAF2M2cAWODQAsvzyDHrCGVG6CqbtuufnUMv9tT8gOSdm+9P32zQz77prA1483W6SUHIor4pzSHJVJhIuwQhNx5cj6++7EIsmzPoTavnmWh228bEdivCaKAg3dY3Nak0aAqjyyykkvSOeaE04Wlgy90UZsZxUdvWrNP71s7HlqX54tom8KGOusYeGS0phBhxLYFr7nMoP2ZuNva1I+fcTt8Qcl8vyVsVlilmZZnPoWI5Qiirje3rV484TOls7zoTgo+Pp5pDflzaaaYPUZNsLKzYZhcN92OE0KAF8ncphXa3H96KVxlmZirS/2uIzyGfbFQd410CWtf8SlozlKlHnZbIhENyHZxtChHpfVmbcwy1qzLn3FNBG7YJWDjUJTyyIYvmUPHghsXD+rlKErkAnD8r3yXUnVQGmJVlDao40SVVPYlDF29fim+/6hCiKI9WZhOOPePsjXbhUPo3s9c3okW1I3cHLMsN5JOIgU4LV+yxq2R6iV0+h+Q1wyeM1GdTc6Mq4+OxN+rS2Ph4kONqE5va73lbF2NWfxtjacQBdYFIdarUICBE8RmW2bGTKa07SyUmZWo5zti4sNQOSJ5H8tfmkHogdSBI7US1osipuSOf6TzFrlp10tkSAgOdFh44OqrlMe7wNZULJlAoVxkGOy2MjsfaIsC1AKc0qMzJvxDlVfttzVGdBMo0sqShAihfoAGVKCpOOm19hXwWNv8cHYu/g3LCoSTxgll9eM0VO8NPlNfy/F6YYDlODCl3Vi+JV+M0Q1BmiS4hx8sv346NxvjqKqdZR4obKkL7a0JpCakpi5pD+oLXbC+uyf1Ap4X5w3rba0WE5pDxPdccqmtWluQz1efRQuSLEMDeBv7ocScWzpN+E22OyOM4zATXGq2sQdUhOa6YGowUtM8hf/oQzWYT8wxKA8D0OeTbfLT19VTf7FrUlpG1Hx+LS0VNNclD2VtMSYXwar+W0ThN5mT5d0pzSHj6OxtlNYcktvou/UNR2LTu5LMaHYsL92rDNe5GwmNWJjVsKuoOCSGwav4Q+Vtmip7Wkc1LRjLfXBSU5pCtn3aZKarn+Z6frY6MpP4yj4+Nl2pPqubQ/ek62JzbqQjhfvauOW9xHRNezqkMC4e6hEtzyAwTKaEWxAU/B8rn+1OJqboAMx3z+QQXudaAflwIm1lZMY92KxmYWlEekcq+EHWZlaV/AfzDV36MsXHdP41POg+oggJnsmBuePsXrDsTWQjFwLzUwU17T4bmRlUSB97uPEbHY6fqsQ3bwCxEsnMxmgofXANOnJbRfGACSv3zTOAoVKEixVFigDtz08KgvM02UMZXyjFLKHuZp9q2890xysQzh4rgRQkE5W6KJOmP8vJQKsC5r5bqwiG5IJKooVhNQnwOtYSoZNpHoWrymD1wqFmZM9AAISwIfZZy0p8JFgN8Dvki/xWvkaSdPdgJ0poxCR1Lch8jckJcpEw7In1UuMzKlM/U+5LZjQx0rOGl87TFdiKxOaS29ZWUpk854Z7dHxolZCru3lJ+iAT5vbZD6ubkFlOCJxhm12obtWlgf+WHv8EvHjjqzdsajrtB4ZB83+ZYQF7XEgnPhnQNUEVz6Mp9xedqXinRKPfnJRfoduFQ8VgVDWaTfWvnYd5Qp57PIUJzSH1HAsVIbgWU+/P7HNJrgO6QOvc5BJRv65Rw0VXffBrNLs0h233K8f74uAxl778JPdhPcSxwOqSuqTkEJO4XKExtY98G8SghaLTxoLHJaJILvehNzKyMxHt41aN34KazNgBItPvLzGXaLYE56Qbpbx5OhUNybmepX67sC1rPyueCz6HgUk5tWDjUJVwViNKUAOjG6tqtlCrJqpNUXe3ULySx7XYKWEK0Ep1o5kw3Fd44VVthXzDJjubBo6O476FjeOjYmG5+FaA5JJkIR6255lBYettud2NmZWnkDl+aMqHdJfbJhEArijKzMrXOmK/qQ/91LzkIqBodvgmcC9vje4QQhv3vp54alKfZBkIm5JlZmRatrBiKXNMGSf+2osi5CJUTbDU/VbBh8/U1ZghsTaGrWoiQakhNVAY6rTRqnSIUk+UkJk7UszTbSBQ1JxxSNSmLwsiwa5h1+vrT12bhZikTxLJ9QzbRc/kcCtglp5AToE6rmiNR3yn5wjIh87NAahqEtyNS8yKk/LFfyJEJ+AOyC3VI7evn1bRam7SYqQG05pCccNv8NVDmuy6n10B+j6ZD9Kr4wodPNUKbTe5zyK5p8/nv34cv3PNrb1427Ycmo5jJcSXzY+V4b6GbhhKZZ1nNodsPb8Xi2bpzWGrDsx0J7Vn4+gZbX2/b+LQRqgXy3ptOR7sV1RIOjRJOe9XbFMI/Z1JLGyQc0hb7xbLIX/ONrbDnUd7nUHqeJZFr7Lb9Jp/V6Ni41x9NVg5NMKcjhHBqlGRjof8yVmw+A7P5pjQX860BsgiMSvksZX/IIxySJJo5yjWMtk5VjSfuW5VF2j42Vi7yaqcVYWVq1inXM9mGS0D5TMw5hh6tDNbfpjMsHOoSbrOy4rASCbrzKwiHlB3HU9bOBwAMKQ47zd1JX4PLGq0wjwtLiNZiHudvS/wiyWhlvt11W5mouYNp5xs62W9S5dqGz4ygmL54rnq8bpHH4tirARHq58DENfBLc78YuoBzzFhgvP6fvgOA1owxF0tlTJtkSts7d4V3tSHVXWcP6mExQ+pV5pDaYlYm71UPjZr8TXwO2ReJmfq/MukJ0XoZH7dP901TAt+z37VqLm4/vK1wfKATZVHrsryzcNtFgjWHSkcrs0/+1UhWKuHCSP1O/uCy7bmQuHC9cCFMbloqF+eGcMjic6ic5lCSRzuKKvU1vlPku5ZlGicmoZKQ6+caMKEl1NP7xiKg3GTdrIeFfkyW1xZyWUkv208/0S9QRFHRV5l+fVH4XAxv7zcrk3WktllZrbMnL2WCT8hQ9rZQ96HY+uNGNYfG5LiSvH/XNIvU/HBpDkmBd8lFFS0ULtatdqQLTq2PxWdWRrzbJgVwzZiVWYRD8EfyVdNTdeqMjbkTY1NDSzcr0zWH5Hxy9gDtE8ekbBTkvF8tpvofj9mJS3ba/WHatGNk2zk+Nl5K4PuaK3bifc84ndwIco41DWgO2c3Kkr+yz3YJy9Q1lPo8bbNDr+ZQdl/62GI+ClpbLN/0St5D+MNpR8IeJEAAH7/1IN6jaK37BIBmX6ppDhk305A7vkkPC4e6hDuqDW2CQFVeU1VUpulEEd56wz58+oVna41KN13yL2ZtplFChDkefMLelbh89woAquaQ26TOOjEiTQCE9tnnKDMTFNTohA9sDDM5kuNO8KXUwVwVFFlM+8oyPh5nITptVNYcshROpHVMaoyonazNXrk4sOZ1ok6/a7tzn920yT8//yz8ywvOBgDMNYRDQUKrNIlqVqZrCQnrMdMviBD685LyNvVcalJ4eOdS7btrYi7V/imzsvc/8/RC+v5WRC5M+tut1CF1fsw1YQ01c2kyYkyOnmeoAIp6jOZzq7KzlAmH0mKY/VyH0DwDSmoOSXPGdlSpr/GNJaZpP/zewgAAf1hJREFUXO6ssnxeST75c/37G0/D0w6sCyqn6u+G3kxQx8hyE1JbPsm3tA3bNIeU8685bQ3uueMSrd7ZNJFkOQuh7D31wDxG+Rwyy9rONIdqzoCVdzCdCK0uQiDXHKLqunLIZw5k6/+okPIA8Lord4cVUkGOD7aw82qeVNt1PZfcVLFcmWwah4U63IoMzSE6P3lLtjGJek1NjT1AuaipJlIAY4uYlcwT3HlopuTEQ9q5Yq6Sn9CE3Or8QfYNMgvZVQwHCofKaoK6+tUnnbraWfls8+HMrGwsLpjQ2YiEwFWnrMbJa+aR67ewKMDV65Mt8rJsj/K9uOZckbKG0iML6+lkn+RbK4xnwiH9zkKiHwqRCzQTiwLnpTQ6rQhDfXp9k5cQENiydETTbheWMkgKfZpS/ILPoWmmDWuDhUNdoopZGdVp2hp6KxIY7m9jzYJZ+nFDmBLa3ugFezGdWURtRzsTEriuAwjlltTBbj7hB8O8HtUBn7NlET753INaepfDUh9XnlIM2y61tPSyVRfqqKe0snzqTUTG4hgdz0RzrKLPIZtQRECN/KDvkrp8NX3o2QcyjTdVWBo2wOp4fQ6VvN/1i4axYDgxFZo7pNfJEA0T0qxMfS9pMTvt4uKu5dEckoIHdaFKaQ697sqTtO/j44YJi5JpZtIUyfLnf/esnlfIO/EvRgiHCM0h1+Q6JBpiJBrcvVXqWXGRHJaF2yG1+7vkQ88+UDiWa2+lbclYSHQsQoQyDi7l8+6raFbmjVZm3IPLrMznFwHI+0ghBE5dvwB71xbrous8oLggXTZnAKetz/vyKsI167lZu6EzLWs2bEYyM4VDrkhnVPmodkSZ6AD1zcpkrjNjGl1EmpnY/IKpR3zCIZ/2g0mZKFoS0+eQ+ebOUaLmlo0+KPMsa1ZG9cnJQr5YZ9W24esTbaZiNl8lNsp2oXU0h0xtHaCooejfCM4/h0QKVe9dfXdmtDLJSL++kWaD9lmVf37RxVv0csh+tcI0wLbpowoltIs4MP25ar9FgQ6pa0zxV82jNYdknvK9uDTJo0hkWoKaf1Aj3Y4VcwDQ6x6V3K+gPqcwNyOp1xCJ/P0cHyvnc0jOK4UANi8Zzj5Tf83PFEXNIZdZWXAxpzQsHOoSPrOywjFBV2Czocs01ggWQv9cJZJWfn7JSUAqPXeZfpmaQ3Jhesq6+bh2/1rv9ai8T1o9D5uWyFCl1QU2kgHC079rIRv8jJX3ru7MmiYlVYljv/BitGGfQ0Lou41qJ2uLIhGJZPDZvWqukk+eR1Vsc6OymkMqc4f0CY9PMwsoDtaAIbSVeQWYlQno9UYOuuq51ELbHOzG41gb8C7dlati2xxS2+p1XzsiJ6ID7VbBt5Ec/Kn3GmRW1rDmUCZwKFy3ukNqm8DJ9vx2rJiDwY7ex0RGH1AIZW/RHCqz25ZpDhnRfULxnWFGXXQ5pPY5zk/yEWm+6fVLljlG8X39+23naQJfm0kgRdGsTJDftZD1JSaoRU0k9VxR9Mcl9N9NzPJRPofMNOsXJRPti7frmodVmSkTaRNpZpKEsi/+rr6vPkdkIcAuBLL1WVWiTcr+pqOM5bYylDUTrRrK3urWwDjcinS/dLZ2Jvsjm2CaOq/mlEyjmVD2tBBMCJdQOk8jCRl71eesvrtjhP8jII/C6sNnlviUM9aRv5WxOJDY2o7qW83UerGhZUWM9bJ+zeortmdKi3ZnKoAJZfUCWjgkn6cUPrrMTVtCZL6JNLMy4xluWDQLX37pBbjhjLVBZTPXr+YrsWmLyfdQ3iF1Ute+9cpD+MgtZ8oclf8Xx09X9mbdV8tvzsVmypjGwqEuofnd8O04IqlwYZpDcsLsnzCEhLLXc82JInp32TykNhTpMLqMzyFZ3MfuWRHk6JDSLtJ2jbKP1Uf1gU6xc3ftdoReSX12qh+cfGEYXEQrfofU42T0Lh+uCaftN8oRNJDXcyl4+fFvjhQWlGXIBgPlAasTlSqaUhJTOGRT5adQdwrlPW9ZMpLVA32Smrdr8xWqawA5TqnPnNp5NtuuqtH3DzefgWekUSLyKys7dMJdHzut4kIVyDWH1Imk2/6daFOEcKisz6E8f+K7IfiSArPQS/ic7VfF9PtkLqRsmkNVfJe0W1GlkvouZTrVzm6BOC9EA69YH8NKnQua3RsVSdFKTEgLO+tmXgm2KGK+RXtRuJh/jkTx/Mhynfwc/Wg7wOfQirmDuOsVF+Oa09Y4y+qjyUX1ZCL0vqJUc2h83K/F7NMccvXDFFU0Lf/yX74HIB/fzDmcWvfK+lDKHFKXHNttpijm0U4rzCG17+qREPjMi87Bm6/b60x31uZF+INLT/DkVqSOqaacS9hMSZNAL/S58tnoWkfFxK7+TX11meaQ5To+yvoDpfpVFddTtW1CyDnFqDQrCyiS5r6D2BiQr3ewr2heR2nR3n54G57siZap0t9u4fuvOVw4bmqqu8ZWNaiPZlZWSBdh/qw+74aMOsS7UtreeabBVcL3U3JekrivHWXvsrBJZ46njhK6xmZzTcIOqZlaqNXHbKw+Cb+KOgGIoWsYUJiOS8tOqLPvlvKY+anjXeKQ2rOAsmgO2RquefzGg+sLaVRHnfbuLhxqB4R63rmGRflrqMKhpqKVAXpUI4rKoewtZRPQd+3UCdAjDs0hAHjivtUAkrDr8j3X6XbVV7QwNQsDEs0harfw7C2LcMu5G515mhoeplNYCqmCfUzZKYwi4GO3non33LQ/e5bUgr9FCGXVNkDtftrUiNXnkWgOJQz3t/RrZINqWg+lJpFVc6hFqnhLjTt1h9T1vKjFjXkoEtWjlZkDvqo3kQsjk7+hE1uXvXkd6zdT68R0CKw+q7o+h/pa5RxZ59dyn9NWVL0BdeJYPC+kHeXmjcmHUAGevP54DJywfLYncVieQHGhYTP/tIU89j3zorBJz0dOgucNdfDW6/dqAvUQrYdEc6h4zGSwr+V91z7U+JMzESFyzSFqYaQuMPo9Ghe2emPfIKz+7mQ/WNQccvv0cfrzSH8rb1ZGzbmoeh1p/aPv7q3m7kic/srokwB9r3/zlFNwvaHdEkKVQCASWnMoRwi7EJLqaqm05saX7Z3KOR61kROCbzy3Cclt7cC1VreN632GUCIolL1DGC81BQHgyLHEifPC4Xwjm9KiVQUbodAaosnfLJS9Q9gshPL+lKxsmoK+V5rdl4BzMmJ7d7rPofB+y1XXKN+ZWRktuOqkqfA3U0Y0b80UQqwSQnxKCPENIcSdQojnEGleKIT4Svrv60KIMSHEfOX3lhDiP4UQH2r6BiYrsWP33FZJfb4Z4tgvRdejn4TvixZ3FOkFBDHNUc5JJ0TeiGLKdbKFKJ3WvM1OK8J5iv07YNMcqk4/aVZGaWfIMrovKu9huD/fUTiiaQ7p+dXBtyP/Xz/6LR48Wl44ZOs8hdDvX333NnMuWc/XqA7jjMV6FdRyqMIhgBZEvP2GU/C8C7cUjquYbTJkAiQfgepzqBUJbF06G3MGO7nmUFtv2zId5XfHzFuLVmZ1sJmn0UPM08KnfDFevK6KTf4oFzmaxpRjkkEtmgo+1CJ/FBYbBU0L5WuhvwtdUHVLc8iI9FVwSG2JalVmES/7sE6rmkNq3ymZeaKiuZN8L6ZV/W3Zr6ePDeHmuzk3nrkeH76l6ONJUsY02BRoFRYxhEmzmsQrHLIsipJzk/HjDVfvwcefexDnbl2iaL+ZgqTitWX5i9doYNAhaKI/n4yUiVaW+BzyjxnUfMPMi8JnMlOFzETcctxWHtctZg6pS0cro47RPodsUbwobOG55Rig51WvfZyrzFXrOKQmhUOqENr4rkZqkgISzc9gSc0hqixmFiGmwoB/rC0s6i3HJa4NG6vmkLIJ45FrKOWyl7GlaA49lG6KrlR8BFEl7GvRvhvLYjqkdgk6ZL+knkdhjuU21A0gV0qrVpsWrcx5Kf08aj0m/1rGP/P7irmDuHJf4l/WZVZWjFY2zQY1CyGz7lEAz4/j+AQApwG4WQih6VTGcfzaOI53x3G8G8BtAD4dx/F9SpLnALiroTJPCdT6UwxHT6RHsQFtXTpS1CJIv9p2CcyQ2cGaQwVfBHSD9oUs9ZmVJXnnebQ9nVCIaZs6uco0UEq035F+XQ2U0hyiJlyhmkPPv3ALvvvqQ5q5mio4KWM2cfvhrXj6WUXtqbyc7ib93Z8/iF8+eNR7HROXzyF1AFYXtXaH1MlfNbqFzKFOx6sLh3Tzw5Bw76bQUfKZF52Dq05JtJxCdnrkDo46GdT9CCWf1UFcCtUSfzB5XolpqJIuC2UfojmknqfmqaczB1NffYwBUP5q+7MIIMUfH793FRYYJqFUH3bNaWvwpmtPxvpFs7IyuCadISGU1bT5vZqTO2s2GqTPofRvpskRlpV+fc9OXdM+h6qsecIdUiffZZ2jyhiiqZWNdVGxvYSRaG1sX2737fCT3xwBEOb/IdThq22hWrb4anL57A/tXIbFIwPJdQR9nXySbNRxUvu1XJlC2bVyLgBojoynA752c/qGJBx4tlFmcUit4ndITZ9v8zlUR6Ah25jbZ2aRELOysZIOmW0+L4uaQ/oGgk/DxBeeux2oheR7yrcf3oq/uvbk7HuZTY4LT1iifZcbLnZ/ZsIQ4KHwmepP4Dhme6W5VqueILR/9plZmr/mmqPu90phFaCmbW50PFxjxaWxS/kcWjI736DMQ76rZaimwesqV5Kv26ws+6ydRz/E0PHBXGsWfEfa1qtpmxi3uFWxQa3HfBsf5u/rFs7C4lRLsCAcUp5H0awsuJhTGm9vFcfxvXEcfzn9/AASIc8KxylXAXiX/CKEWAngEgBvrlfUqYVauYpRRuhzzMbx4VvOLDTOLKyjZTXT3zYGycD2VlhgijDBDO1zyH0tNY/cmbGtc3LfwMhAG487eWUhb7MMrmzMST/lc8jpkNrzkCm/KZpZWbao8r+s1fOHcGjHMuvvobs3ZQnZZQASn0aSRyzCIXmfqiZVEw6p1ddghrn0TczuueMSvOX6feRvq+YPYU4a0j5kV1bukFI+h4C8LqptLg9Dqk8Y1i4Y0uruOLE7ZBMOUedRZJNHKRTy1Mc4pqMZyXZD+VYY6LTwqkfv0I6REc/aES7cvjS7v1YkgkyQVGSxzTqrdYfGpUMnJq7qKbOQDo/LCDN8pqWaCaJ6XplrpHW33fLt89H4HpGtH6OuFRStzHgmQ4SjT4qCzyMHh3cuw/nbFuPW8zfh/7tpv/8E4joS+U13Pi+s6U0Kz0lb/Pmvb7Ji7qDWNyRjg19g1AQnLJ+Nb73qYlzUkGPryYLraX31ZRfi7TeckqYTinCIyEd5dz7hkO01u7R5qyLnDy6/GhOmOURkKkTRQWynZWgOWfKTZ9k0muV9+UzoQpnV39b67b996im4bNfyoHPfdN1ebMmCrCiaQ4K+TwFTM7a4UKfm3SpmfbL1L5lDY+Pn0KAOft9r9O9VFIhtmxDS8frxscQcI+Q12wRzgG5W9r+uPAmvvHw71i7UtaDN8zqtqNI9FcpllMU1tkaWOrBuYRKIYMeKxAxbzu989V+PgJt/vnj7Ujxhr7ouozMKcSSvIucA1CZtprmbfXej+tU167rmkLoQyn5mUKpqCiHWAjgJwOctvw8BuBjA+5TD/wvAiwDUi406xVDXTgXNIUsroCabNumnrdPrd/gccoU43btmXqEsIZMAtd30d1o4OjpujVKl5m1+ts0b6EeVH7zt0LaCthTF919zCQ7toCeq5mBFTdYo4UK+qKavaaZTeWSU0hxy55NezaO+2Z3Jvk3yL6A7Jw7RHJL32U+8t3qaQ/lnc6JT1TRJkjsuDhAOkZpDxXTqIC4H43akRwJ7142nae9UPh5VSBWiOaRGETOLYtY/X72OQb8nKRyqoz4v60QmBI/cmkMUMjU12ZX9qfwlRMVahZKxZXmmf992/T688vLtWDI70fC4fPdyvOHqPc58fQJizeeQUlafSYpWzvRvn6GdFopfc6hovpB8L6YNMSszzx/sFB19utKHuDjZuHgYb37yPswd6svC95YtV/49fYfaKi3/WNohteFzyJWeesaDfS18+1WHtOv7dlebpEzdnA7MGexkfXEUAT+7/yi++dMHyPeuCl98Wq0+30Ir5g7iFZdvz47XeaNyge9qOqU1ytMTyvpjJs3KIlEQDrWiKMi1gHzmzzx7A/l7PrdWBTDVn6bZX25YNIxbztsUfr5SDumvyGbeJ4T+DighgFoaMlpZgIUDABwflT5r9BTBmkO+ftD4nukp2TarHHnZxhlzsyWkG9S79eLcQq75ls0ZwLX715LjpXpeXyvyalGFYD4X11zX5pR8/qw+3HPHJXj8yYmZlWxjvvFBzgOpMf/a09Zm321FKutzSV6PihqcFSGbjxm/E5puNq00tU4VQ9nPDPFQ8JsRQgwjEfrcGsfx/ZZklwL4rDQpE0I8CsDP4zj+UkD+NwohviiE+OIvfvGL0GJNWtTqE2RWRjiVTFT1jGPpX6v5gaE5JJOdsXEBTl0/nz4JwL61+m/Cco2iQ2rFsWI7wvd/+RAOvvZT1uuYZfdFsqAnIvln0944d2xczM/Wps176qeilZGdkb4otEENEqqz5lD73iSvertZVbEO6EL/bf/6Bdlnm5CA8vNBPaM7rthZqoyuaBwhZmUuMrOvgN0xSjikQjmkzjSH2vnCfaS/jcUjA1p/QZqVWX0O6WWSbcKsZ/mzSgdKjxZLHMcFh8kAMOAwKwPCdlzke8q0f0R5bTjbgB8Jtf/UfwudpLkmBjKHpenkUPK6K0/CoZ26tp95uUw4ZKlesq5Egp74hyCUetcNoYDNNI66VIhZmWxzZTWH5PVcvihc54USYoYhPL/b0prpfWNxyPukgyp4T2MUgv1epekePjZW26zMJzDesnQE1yn9TTNmZY5+ziOoNMmEQyWlQ7bNSXMnPxJmUBK3EGHrstnYvCTRlPjoc87EY05akeWjlheoN9eiTi3T3tRhnfY5pFxLmGZl+WdqfkmNG4VgJpay2rRKQscir1mZ8XM256lkVmbRHDLXSUFzb/X5Gr9FeTlziwICde3TEsHaVqHlAtzvwW5WljBg+I0Mra5UOn38onPSNYfyzzYt3sOp1YRLqJTPZt3js2qiaq7RXT6HZohsKEw4JIToIBEMvTOO4/c7kl4JxaQMwBkALhNC3APg3QDOFUK8gzoxjuM3xXG8N47jvYsWLQoq/GRGHVyLoezphkLt6tl2+uyaQ/oEWhtAHE3d9LPjckh9/rYlheNUHjY0oYBnV4mciDgzhzM/CvP9kNHKGghlr6KGec8X4/7zEifj9oS2iea+tfPKFdDA6nMI+rNZPncQH7/1IIBixKXsHMc7VTveK1M/P6G4Bu8QMxYXlCNoH3KHDdAFI9kOpZKX9MfQUXYz5DmU7yC1ztp2ikyNI7vmkPnXXR/juKjaD+RC1eOW924OsqRGSSYEyQU8Zc3KYNxHfj37pD/0Eq6JQRmtPXt0EDqPTCPBM5GdN9Sx/ibPMv1aheJ7Rqb202W7luNxJ6/ECwin7yHmmbK+yP4xWDhUcbe/7HnFnUl3mrImXGpqcqGcvo/QyWq7FRXSNrFzPZMIfVouAe4lhqDYp9Vq6xPkwtLsi+u80Uw45EhDFcfV95lmZavmD1q12P/y6j2ZCTelzak61JUcOTamuVkIEcLKKKSPHB/L5urUpo0rK59AgRQWl2hvatvMQtkrVYXyE5p/LgoB1NRq3h++5QBe9egdBRNQW3+Y+T8qIZTQylnSrExWb3soe3tttY0zVKRYH2qyoqaM6ug5/etZu3RaUSU3EB981hmaf8wyDui1MYXodtpGnxLss5ZYp7o2ayU2c9A9q4vrlTdcvSeLJOjqM+VlhXe+krcZ1zM0hdozRDYUFK1MAHgLgLviOP5TR7o5AM4C8AF5LI7j2+I4XhnH8VokgqN/juP4mtqlngJUc0hNdCbWiYF7EQHoAp441hvwJScuw12vuDj7bkpihbAPbm9+8l780WNPzMotsamRr5pvN2eTz8amOdTk3NU2iJjPkhIkUMK4UHMwUnOIiFYW0hH7NIeWzRnAn111El535W7t+JufTPvTCcW1iDDNBOXjo3zPJGmKx6ru9lN5mGUCypmxUGQL1RILPNWsTt/ZTI8RmkPtVpSVPVfZzfMcy3bR8nP1ySw9SVZ3W6kdFPW4/Gurj+NxjJPSwVu1K88cUltC9hb8gFG+aBSzDFmG4EhiBoVQ9krbKe4qhV3DVT/r9FWuqG5A/o6FcPcTC4f78cnnHnSWr9MubjoEldFzknze+9YlWqhX7FmBP378LiwwIgcmZfEXQNZZWRcGA4VD8tWW3eELeSa7V801L6Oc787A63OohDBTzS+0zyQ1h1h1qOuo/dCdL7+oMDZTC53FSjh12yuyaV2XEVKbfWTuc8h+TmmfQ2l6ueD8xK1n4bMvPpdMe+7WxU7n/NStPXh0VB9fbWVR7kmaQFOm79ozqdE8qPGtTHZq28wjhNn7BH0xnh+XgjNtfqT8vmbBLFxz2prMV54tf8moRTO4fMCAQKQpkU0g4KirtvlaRxNKBI6H2vxS/ykShOaQZf2UlaEVaX43Qzlx5Vw885yN2Xd5j9uXz/ae+5PfPqKUuVhA2f5Hx4tzTwrbhiOg1zFb1bBrwhXTCiGwKfXDJTX/KEzfQ+r5Ku0o16Au1pO8UpnzVo5WlnMGgGuRaP18Jf13WAhxkxDiJiXdYwB8Io7jh7pS0imGOmEzpZK2wbtMBAGrcEiN2hCZmkM5LSG0yXZxIWXRHJKHiAm4TWvlvU8/nTwO5M+mjENq9ZB5Wi4MK2FWZvriJq7pdEjtXRQUj6lOESmHgTZsQrv8d4FLdy3HfCMyVN2B2+YAXQhRcOAonwvltBiwDCSZQEQ/Pit0QQhz4mQIh+r6HCI0dnw8nJoOvu36fZijaHRQA5J8VolDav2aen2Ps3QS2+6TOrlMQtnT5cyFnHq5rDb+cWI6dc8dl+DMTbmWp9QcesASDcZsk9Rujaoho5alDHazslzrzry1UA0KqkrbBE5l8GkOtVv5O7Fd5fbDW/G2G/bZNVPTv8lCqnxZfWfIe9i4aBj33HEJzt5SL1LVeFb/k3xNJ/M2ZDnLTuJCnsj/fOLuPL1lbNbzVBZsJSVyQvvsnxu4ygHI9uDX3mPshD4vdf2svqdZ/e3CRpw5Nr3vGafjDdfkUa58PocKmkMl3ukZGxcaeXbR51DAgjMSIptHhsyHgWQsahmLfYrcrBrYtixZSA92WgUN3To+hzTBH3FqKcGdktZnVmbmrX7O52f5sRAH3rbjoxatkm45t5fzGKtZmePcELMyIcLes8sH3OyBTr6ZIeg0SR5KGVqiknBIvQaQb+y/+8bT8C8vODs4D9opudQcKgojKVy+iSjtteL16HpoW4M9ds8KfPQ5Z+I8i/VKci6dh5ljpGjpu8zc2azMQhzH/xbHsYjj+EQZrj6O44/EcfzGOI7fqKR7exzHVzry+Zc4jh/VVMEnO+p4TWnlUKht9e03JJoeZlLVUStFv2ISlUjEpbBEv65Z4c2FmhC02qG5kFSFYFSULyBX4aWQjdJmBkZORBwduasrs4UrDvF/Qfsc8l8ToHdnn31uLvk3n6kLn1mZTetDrS8HNy/C2VvKmW7aHVKbThLz7zazMpV3PPXUpK6nWZj18qsvuzC4jLpatf5bXeEQ5evHx5Fjoxjqa1nDOat1Sg6yHUVzSEKalSnt1aYSa/MPRjlTBIp1xzbXU9+R+u59vjPkeRdvX4rrT1+LZyltQNKXachUFw7JM8hzjTbrczT+Z1edhP/7rAPZ9zqabS58DqllXRGONDce3ICV84bs5oDp36ptwScEd+34VyE2JtuhdaGqz5WQ8/QJrP03INGC0HbrPdkX8vOca8vPNj60o6JJDpuVlSO0bqlRO3311vSHt2zOAGb153MmX6QfysQ3lILA3qKNpOJbCJqUiVYWiVxDMEQ4dOamhTh9w0LDYb/7GgICtx/ehrdevzfTgAXy9hbi3NrG2Zvzsd63sWlDms7omkPFcargO1DrL0ThuJpci3pm60csP2RaTMZzLutcOBSpFVZl3LK1PZuvm1DMUzYsGlY28/zzc1m2WZWFQ8r8L72XkYEOGSEtJA+1TIDic8jzaCjtdiAZC33CHqCc5mpiNSEywa4NYfzNy6B/72tFuTa1MYfWfA6ZZmUzRDrUndbMGGZl/gaQCG+KHZZNc8gmRdc0h4TeQPRFpl7BTQGJzedQNtBkBc9/sy0O+x2+iOSzsTukrjbAUtk985yN2LS4qI4Y0j9RA19WNu+kv5jgaWeuL+QTpDnkSWfTjFCf4+9dsq20Dx7bhEsIcxdKKAOM3zHxgU0LcfaWxZr5o0rQhINoKyER6Mrgc4pI8dCxMVJgKgcXTXNoLM/fFLxS7VZtrzbhplnUMcvObd6maSFRofzKZ/Ue1H5u4XAf/uJJe7Tz5HppqK+FP7hsO0YGOlaTzshTBgn1qzzFXPiOjo3n6dMPmZ8Ay3Uu3bUcO1fmQmU6WpmziEG4hEOqIFd1omjDdi+yjlU1sfRdNxNgNSRvkPW1rACj6uVDzlOLUpx85ke+/vKL8FfXnmz4eCh7H+oCr9yCnMKl/co0i2pS7au/piNgIfQ+3brAbVl8DtV4pdm10iw/f/t5+IRhplrWrCzzKxkQxDISIvMtJvP8x+cdVH7X08uFojZ3tmkOKY+prx3h3K1LtOOUFkHpR+noH5Jyuk+/44qd+IebzwBg0RzS7lNH7V/U50RFK7MFA1E3cm3vVJaFiv7UDaSwrspGUYjPoUTo4M9LF9brJ2xcPFzwXXWUMFk0+/SqmkPq5asK5ajnKZ9XNlf0tIDPf/++NJ17PGxCSOcbq0xNe9/mTV87yu7TfIZqj1qMVuYsxrSBhUNdQjcrK685REn7gbyC2yaaaqQt1TQshh4NzZxQFDSHYFGLNI7pPodsTrLt1Uw2yqqbX6awJ5/bFDNsRQInEHa5VMclNbeyclITa4+voIObF2llsuHTGtCuaRHa5b/TZVLL39+OSk8gXRNcvYO3q7tLyAV2+reSVJ7YvSj4HGrIIXXZCQqlNSfvUH1uuVlZlNWrcWOwA+hQ9rZ7M9vqw8eKkxUg70syoYpHA0R9RWq9UJ/5wU2LcMmJuuNVKuypeY3ImMhW0xyiJ5PHLMLKJG1Y3q7qWUeryGVaesMZ67LPswfb3n6C+v29N+3PJvVVnbP73oQ0SakbCe0jt5yJj9xyZsGsLBSZvBs+h1wCG/XrcH+7EBXOL+h09ev1BTvtKCrUUJYNdQd17PNpslD9t7nJRyGTmBo5ZdpLcTMmny8CwJLZA9ic+vnI8y/m49QcSgXaYxYtAzNvaT4q81w2Z1D53S+Q8N2+XVMmLa9jwUoF9vijx52YfVaLQ13H924u2708c9atliPX1rH3Jzazemrz0VanPvO75+Afn3eWtfwA8LP7j5J5dMusTK4RbIIe15zRLljV56whJReWz1uWjGDTkmE8fm8SBn7BcOLSgZpvmZsLwwMNaA5VcGoN0HN6c2M3+JV6BMb2Pkx5D+UvYUlHr6fMttfXEtqmrIpap8z+9YGjo/j6j38bVpgpDAuHuoS6ADYH/xCfQ5QGiCsCmqSgOaQly78UnMMSAw11CSnpzifgfrMy14BYx+fQLeduxKlK6HQg72xtC2bqMlQ4SVN10elzyDi+a9VcvPX6vYWdBBu+0OEqovBOi79TZVInFX3toumSD1e0ssiYTMn7sUWtot511QWdnod94tRpCdxwxtrKeVPaPiFQWnNxJmiiHFIrwj9COCRRdzrsZmX691d86Btafrcd2oozNi4o2Gi7fGmduHIOXnhRHn1KfR6676niufkOLZzp1DJUMXuhJvlAojmTZWfUs/D2QNTdGr6GJPI+6X4mWTD9/qNOwN/fuL/S4mff2vl5Has4ifctbOSEu642ygnLZ+OE5bOD+08Tmbq0z6HA/pf6rF7XdqysWZl1NWKkD49WZl8MMM2iaQ55nnHH2DwTENq78s0XTbOHMm/UFGhnPoccdYq01lWOvf+Zpxd+i4QI0kYQQhSiEro0gsvUX7lRY+v/8kjA9IL187efh7/7ndMK561XTHl8TuS9C2BV+KyU41ga5MHciFOhTMkAul+2fV443I+N2YYrXdp7fvVQev3q76IM8p5tGtKVQtkbQTzKDlnqM/v4cw9iqK+NZ569Ad959SHMHkj8Sz50rOh7UR8PBIb7w31qavkoGVV97tSjkc9lNDMrC8u7MHQJo45ZyujyoWVSV2PHzL/dirJNWbOeqJei1it/9x//Xa8wUwAWDnULpUK5dhhVqM69tEPqtr5AyzRpYn133KehYTZuiYzWYqxfAbjNx2z4opW5+r2V84cKx158aBtecOFmHNqxjDiDdl5HyZHMy1ILcJt218sv256pLKvpbOQaSO50SRr3UjRb4Dsy62+3Sg+GVie3QhQmU/LaNofU1LuWd1Wp//fsWgDJQPCyS7dXyR2AYuJSciAeICL45ZHPivm3o6LgjnrjarSNkFD2FE8/awPe+bTTFOGkfh51+gefdQBbluY7yWo9U4tBFcmM5gHYhT+Z9lKNEcq8f5uZIxA+CVLXYVVVwink5IQUhqfv/ykH1mHtwlleM1Sz7cu+S0ZIDI76hbDdP0kZx/ohUO0khMt2LwegRxZrCn333Ryb3atBX99BTbDzaxXTy/cc2me2RNHnEJuVdYexMfv8D9DfGdV/62Yv7j6yqDkUXk6zPoT4HPJpsRU0jaBvNPrKJ4VDj4yOFdKb7YDKyva8Xnbpdtxy3iarM1t5VmRZsM5KtQHN9G2LllcZJ/LU9dQpp9R61eb3hbzp67SI8ULXMvKXReU3Dx8nf++aWZkUDtk0hxznWqOVacLXsA0er+BPCK1+HKE0tY12MNzfKaYJQC1viM9UCqourl+UCDoftWtZmib/7br9a3DLeZvo8pDPw30twHw/7nfwCGGm5yqLb/OmHYlsA9tlak8tY7oWmW8S0dzsltFwmUnZOiKhtHHZERUnjMkRq0PqtjlQ5elmKdFefGZciXCoeFw6dc4W80o+1ELYRxbJwlIeSsghr011OMP9bTzrXLoDA2ihGKU5VFBfJiZwVvXF7Fp0XsXri6B0Mm9XsmyC40jT144a0XaQ1zMdUsuO0+aQmnrXqhCzCcz20anZmWeOoA0NrGOWsO2SAYfAVNMcSp9VnxJmPPc5VDxXrY9LZg+Q+ct62WkJTYuL0hIEinUnRBCmCnfU+6HapnyGISFOpRZiFXNAWx95fGy8IISUf0MvIxdNz79gM554yirttzp11yUgLpjeedpKcRKUZP7rdFI/f1Z/8AKyFQmMy11ET59hChnrImV5al36m6ec4jWLO3frEtxzxyXNFMLA6WzUc6zMwjDkXJf/EQpqLJ0Bc9yeMFrGITXhc0hdvNrOl3XClHmXGdsLDsqlwJHoW3avmouv/PA3ZBvQNOqI35JzYvJ3k8FOMk+VZjllBbK2ZjZnqIPnXbC5cFzeqkswD4RGXPIJEOiySSLLeCrnBzbTMcDcqBGF47ay2fol33syz+ueWVkqHKqkOWRvO+1IJBp+wq05NNzfxoNHR51aoxQ2M/48D6E5ni+D+igqm5URz2bZnEF8+1WHsjzV+xzqa2OpZa7pE4RaNwEDhJSSI4HCIWuZiPoq5+8dU3NIqVOUI/2qArmpxPS/wx6hCiHMSm/rQ9XD8hxzQie/2To9XTikaA5BDwXsi3CROD5NTlY7BLnrTGkOVVnI+TSHyLsUjt88kJpDAYM46XPIsoPvk1gXrx++qBLKe7H9rv6lqOJzyIVpo59rDtmEQ5TTIWH/zQeZn/61biSNXIvBP+CpUKaWlHNrVb01MxfIzLCK11F30fraEf7+xqK6uzzNXEybuZkaQ+ZfF+oY2SKE2yq0zyH6GlKo5op0aC2TRbi1Z/U8a70PNV+TVW3HijlYPJL0i020pbbLX0+hf3FfkDKpBIDfPHwMADB/VvhupW+3VKWM77QQqPpy1uZF2L9hge2UrrFqfuIHhBqjJWWFPz587aTsjj9QNCOq6x+KofE5pFaP+DWH6Gu0M+exunSozBrdrA+5z6Ei73/G6fjuqw+R8xmXuZNto9GG1BySmhcuLRdaoFMOMyqiLTPr2GG59zKCK0rbQa0WlNat61mov2XvRhUIWUzn9DL5xhn9e/c0h5IHYdMccuHSoKccdVPQ1cJfFkqYYZ6nbtiXQX3XVee2tvGqr537ylPrQBzH9rWrZw1l7cNKCFlChUO2oDyFa7eirJ8254pq/0etSarUxakGC4e6hFqdzGpkq7SUHXBhIZdW4hCzsuRauRRHteX2LcKFUoYdK3L/O2bZVSGYzYzIhVy4WnfBhcCnXnA2PvOic7SyARVNTkifQ/4JBi0colPn2glhPjNsGkh0Wvdglk0yHGnakVvAVJZCKPs071GLGY/pI0GeB1Q0Kwug6u6KhIpqFfII6WhlyV8tWpnmc0im0x14qtfrRPriwTUR7TfKUJy86wfKhCRvW7SFqHOpSbht8iafWxkTKIkshtpm77njEixWhNxmfxPaHrLTqPsrUUYT+RhDIkqZSeYNdZy/yzHhvoeOpen7gstlczhOUXVx8FrFoauKc9E2gXzutvPwkVvOBODTYiie63Iga2LWQaH9RqR35hbGKsI0m6mP7pDa/aYKAUug+omxny/bZmGjr4xwqITmUBQJtFsR2R5VLRdzAZyYlanjpruAcp6aaQ6pZQhpcxXnNr4FbqFvJsYZTThEXcPych51YmIKa/OvJOcHkSN/q1kZIQQJMfPz9buFaGVdCmUv24Kp3SGpEghCag4ln8PO0Z5fwK1SZmUFgV4k8JdX7ym9caCWuapWfIiml5pibDy2lrOwxoUxH7T1YapjcE9ZSDM9qiyWNRC1pssDwRjCIaUDpP3UsnCIqYhbMYeuWNTC0xxIpWaQbZDR7J8jVXMo1kxcfMIhVetIm+gYEmU1l6MeExu6vEk+lMBAXm/dwlnkJLaKaRQ1kIREgmk5QtkX5gzpdykr8w0kZaOVhZg2uPISoimjsoS2MdPIIh6UiFaWLUKraA5R92qZ9FZlLMCZ75X7VhWOkdHKCBM1mX+nFaEVJWrOL33UCQAUbTAlD9MJOPUIZP0zowWabz9bEGT56cddqM3CJijKyiPNLD2q90BuourTHHI1GdIkVekPAVpQ54Jykiw1MuvUsE7mc6j4W2GSY9z0x289qGmOFSP6JHnL/nnBrP7gspZxGNmq6JBaRnkxqRohsGmWzhnASOpktKxw2LWwdaU18y/zSF1JZX0f7LTw1uv34qw0oibTLKOaz6Hi7+rwZG7oQeT9wYsu3mqtN1mI+IJsKLyymKOt7CtcPimpftXtKNloN54yPX7vSgDAxTuWpucri0yHANV2fR/5uEeMF8pnq/mVpXw+YZPKnzx+F77wkvONjTZFOEQ4CI6EwI0H12ffbedSbgtChHW+emSe1m2H1C2bz6HAKeOdL78I521dDCApu/pcSgcjCGhjPofUksM7l2G5EpEvjDynyqHsA9cbktHx2O4SRbg12aw+h0qMp2b0Wxu2NRBVX7NoZY5nSFnZ1HVTMRVgn0NdwmVWZpW+KsczTVAjbX+6aLKZ7LS1AUI/X9Ug8Cn5CJEvzOTEGMgb3oGNC7FgVh9uOrgh+23hcL+WxxkbF+CEZcXQ8Xp53aHs6QFWWH+rArWTbuZNdQaURof6PVRziHIYaEMI906HzEO95toFRcFak32bqTEiv9s0h6jB/IYD6/CjXx/B7yiTnVD2r59fvIbxva6NcG5WZs/njseeiA9/7V486dTV+KtP3w3AEq0sLZ062ZGDlAx//f3X5D5TNEGx1CZS8osEPemQg5opHDIx60IpszIljSp4perXOKU5ZLmG1BgaUCLM2Po8W5nIMMdSq6+i8JC6h7++7mT8w3/+GGuIduZj4XAfbju0LfcLQQmqjbKZY8Pi2QOaVpR5K6azxZES4XPLCCja2T0EZ+8ki27UVIYN4Fos+orprWLmOKIccLVF3+Jo4XAffvngMS3tmgVDWtAEplnUBYXf5xCx8RSJzG/Wf//qYfI8m+ZQqeZi1B3Zhl2bhyF9lJm+TD+ycfGI5jOMmhe786rWX9CCJn1uQ6PM9bX8iOdkufm+doRFI/r8Wa03eV+olg24/fA23H54m7OslBVCiAsI33uaMOFQWtaqmqk3nbUBK+YNYlZ/OxPERkJk+Qp4agzxY0hRVs8fwt2/eEjPqqGxTL1+k9HKTNTixrFLc0gQJsv5Z1sZ9VD29vs4d+tiLAsUoFnXZaamW5T74nTVLaovdK0DpgvT/w4nAWaltO4EEdJ8M63U/jHtzCW6cCiXiMexbuLiNSsTAvs3LMBLDm/DKy/foRxP/s6f1YcvvfQC7Fw5J/vtjI0L8bord2ffbzprA15yyQnO68jy2lRDXTvpTbmnueOxO/H4k1fq1zCeuzuUvbFIMBag9khfaT6R/t1FIgiwJzT9IG1cPIx/eeE5AIBbzt2YhV1tcsFlhgXNJ5h0eqruDfe38YePO1ETRIZwzx2XYOPikcJxUxOtKbMyn63x1/7gIrzwwjzUO+1zKM1LUxsvhqqVqJO7a09bkx7TfzcFkkDuSK+/HWZWFmcCsHDhkNou1Ghg1GLhUScux4ZFs/CUA+uUstP5SqGafH4+AZeKzJI0F82ekyRMgJulJrSfVs4bwrPO3VSpTf3tU07FY5W+J0RzKFL6dArzXp559kYAibAe8Ju5qNh2o+m09ohrFK+8fDt+75Jt1t+z+thAX9XXjnDKuqIQuTSC/Jh+p+qbOqaXvBSxwKPL4h4IP/qcg/jQsw+UuzhTC9XE3muOaTqkNucTltOzaGWBoezfe9P+QrShQih7h88hCdV9uBZXAqYGYrmGoLch89nY+/iy+PwXhZTbZ1pdpmhqvzc2XhynChrAludECe0L2moVMJ9Xt6OV2QRavsjLLz60NZs3jSuba+o8x/lqCVvykDr2uitPwhuv2aMds53nuwcT9dk36ZDadZ2xOLa3AWJOGSIQdmkc2srhI/c55O5HW4pZmdkHq6+DejUzwecQaw51iXGX5pDlHMqeWD0Ww685pEti9WupC6wQx79CiIImh2+APLBxYfY5pEHLXW275pBrgVdeOkTd9tyhPjz9rPV475d+VLhGVs4KZmVxlo4uSyQExuK4pCNX90CW15tioudduAXPSwUXTXZtar0Sgl58RiIJnf6Gf/le6YGwCuYV6kr6KYeQNtQ0ZAS/zFwmL5NqVlbML/krBPDKR+/AKx+9A3/z/+4xrlcsl3zOpuaIVdggfxeyfP57la9y/cJZWkQ06jktGunHPz3/bPLaI/1tPEExy+tPn4OsW/2dFh4KtDl3lcFGqGZ2LvAtVRQrZrWkBVphi8UsTyXBnS+/CLP6k2H+bdefkoWHDqVMRKyyPhyu3b/W+XvukD0sPxffftWh+pnAWJBZ+n09vfq7+0ZcQn/qFy2csWOyumikv6CVwDTD7Ye3ksdHCVN8Gz4tDt+ue1FziE6/efEI/uP792nHzKE426xzDNFUPXWZnwpR3tQ0FDPbpbMHKvcXal5vuHoPVs0fqiXQpc4t8xzUeRTpc8ioNvqGUf6Z8jkUstlSZpxRr9M0Uuvbln+Z2eQ5Wxbj43f+DJuWDGuOuoNm3tq79Z8xZ7CDs7cs1vOwpC07I1Yv32Qoe9d1xsbt5Rco3kNItLIoUDgUMj+T68FA+VWijT5Gz7u1TVZicToTQtmz5lCXuOTE5Vi/aBb5m63y0g6p9cSyUz9uMdkxd1nUhZ+uOeQuvw1fkwixM1Xx2bh3a1JRRL9OyMCXL9oti7dscWPpGIX+e5jgwZPA0ByyJ2vmuZr1SpbPfF43nbUBQ2m6qnWvDKbws67mUIjPIYn6aKlQ9pmJmpJOdUhdyI/YCTEnodTrlM+5YLZgpJU/Z/53LEJPCnkvZ21Z5PWzQSHr/G2Ht2U+loBieOGBMppD6TmuyarZ34T2M3kEreDiOAnRKrVpetlQ65C5Wzy7pGaea9feJFKlmA0gTQuH+ifPHpbLJJJ6d7978Vbn7yrUotr2G5D3RUvnDGDxyACek2qFuN5TPoGe/pPbMrzjqafiE889WOqc9zx9P25UzOpV1L7Qt2guOKQ2klv9dUjhkNGX2a4WRe6oPEmeEXlcL0/xmC2cOyDnoY4Ma6Be665XXIxPv+jsUj6XAJDztEM7l2HHijnlBbbauyJSlCiarjk0XiijmZV6bUrjk9ImclHW51DXNIca1NJ44r5V+OrLLsTGxSNZvgKe/rDGa3T16Spl90ub0BwKEg4pdzo+HltN0UhTU2o96+g7XPWtCcFjQXOoFWXraJeAjTYrm/7jJwuHusSKuYM4PQ25W9QcoisWNRk0z+3PzMr8vUnB51C7qKlQFl+H4lOrNZFhiW0q/+QAnP6tZFZmmfb4tLtI/yWWZ1GMVkaX5YTlc9Lfwxfjaqh4ClPgZM/Hf61QVAGIvHdzpyAGFAeaE6A5VNgRras5lPwNivCg3DvpkDr9qzo5t+1gaPlaPttUzeVzLkQwDBSEhpgfnbR6Ht56/V685PC2UqYUebq0TJ7klHmeDZfmE+VIPylHWHmpqHV1CPGhURRC2NMChnCooo7gJTuXYWSgre3Y+W65rOaQj6ceWIcXXrQlMwmYDGjCssJvxfRP2Lcq80Xley6F/DQzhuLJ82b14XVX7sZbr98HALj6tNUAEl8XNnKzSEblwKaF2LykaJ7swtUeqCAeNvp8mp2WIUEKeq/Ys0JPb92MKgppTCF5rjlkH6Op/H2O65v2E5mXJf882NdCf7tV+Rp0uavl1UR+lOaQnhc9bpu/UZpDIcJhv+sJd3mawid0KjOdFEJgzmAnzTc3g3YVfeeKZJ6u+iYNn98Ue3WKslYQmuZQVYfUAQO1WgfGYrtD6sI8BmZ9k+ncfYeNMnUr1MG66seyGK0s/0wtlWeC5tDk2ZKbhmQ7/hYb8kjoFY+KJmDWc2mmoppwWK+vag7FsbZQrWra49VIUfqpkMXl6RsWaKYPJtTESPWjVBbbOb6JPtUBzx5MymwOovJcn8+hv7lhH+6694Fs8U5pIJnlTXwO2ZF1LcrKYBGGOfIog4C+cNcW5oYFi/xtIjSHCpPe2j6HdH88odCh7ItaSLaQmgCtLms6n6RKJf0u9YX6HEq/y3sM9fUiHdtuWDRMls+FrY8wq21/GeFQ+pcqf3aEaFchZO8iuDRuzOdER040v7uvrgpCbUl97+cvrk58JZz+mn/Kz3GeUc5XVQgDnRZuPmdjI3k1hXpnIZGTANXPhfu5ULvMl+1ajg9+9SfWcy7fnQsGFo8M4K+v24t9a+dZ0y9JHZeHRn5h7Lj6DFWbx7d285mVuZz23/WKi4smQpZyRUIU8ipqDvnnVvTuv7pBRF3bWbTKhAjTfdTVpgudUwLVTZ0zn0OG2wg9b/pzq+LD982vyzrkr4pP+FHFvQSQa1QLz5z6ZZdux8PHRrFuYW4JEnqvoc+ojuZQGUHF22/Yh+vf9gUAYfM7dW0z7gplbxyPYZ/LmIbtIfWzjN9Ba0pzTRcJ3HLeJnz9x7/F3jW6coIuHGLNIaZhfA3pCZYQvmoarYHFuebQqC/cGIqLxp0r5mTaTMMlItboebobRVnNoXYUFQRDf/uUU5zXk0eqDAm2c3wmAlQHLP0/+RxC2h7D3KG+THMquab/POHzOST0vzZCJyn/9Pyz8NkXn+tMo/scSgULpBlecmxCNIeM73Ul/eOVhUNUtDIU8srN1orpBzstXLx9Kd765H3ZMVNQRE1s5WPu8wjGTEFiGc0hlR0r5uCaVHuh7OTJTG5O+KjnaCOrg5SJnrxXI//Qe/UJfMtiXpYWaNETTFszanLiYgt/TJGrh09f9HZn/01FDtVlq4wA8KdP2IX/+oMLg8+54IQlmEtE35QsGunH119+EZ55Nm0OxZTB/kLLRCsrmpXp6V0Lo8G+VqHvsiWPomLeZh/SyRxS19Ecso/9TWuXkALXikIQ6jW551r5j1uXjuDFh3T/Uz4H1wCcglz1vVM+h1xzVkp4UFaL1Cd0mah+fu6g2xS66nRSzin8mn0RTlqtv6eymtES21m1fA6V2PjcpGhHhijTqxprLofUIv1PO6ZpHadzSkffYf7yR489EaelkYjLzGms627je7slsHvVXPzHS87HnCG9jql1f6ZGK2PNoS4iCh/Sr2ntffVjduI552/C/tf8M3Eu3Zgyh9SBmkPy2tKs551POxVv/sz38eiTVjjPtWfq/tk1eJHpiTZ2cPMirJ4/hP++jw7hWmdUsu7yePJ0dcBFzSE5wUqoqoI6f1Y/fvng0UI5Q+zgfQNm6Bxt3lAf5s+yLzZiFLVY1L9Zujif7JiRxLpBwawsnYCftXkRti2bXTo/2dzKLrwpjRcqWtnzLtiCP/zYN63mi2+89mT9GPRnTpVK1svC4sNIl+0WZ/nJvidP84yzN+DrP/4tcRWdxSMD3jQqPhMpeZx07A2bADWBDmWvQ5mJ/ftt55J9MuB3Ml+WEGfTBSFEiQ6wrhZPuWhl9gngdEE3KzPvk75vKXT1CSApXy2tSGB2RbMBG8OTyIfTVMb1OrXIjVR7UMYnX+Sosu3Jlpo0KzPSZD6HymoOaaas9LVdZasK2V9WzYs4M7Sv/ditRX9VIX353ygboSZqf0FGKxP29JqgqKK5r8/1RFFzsrm3+5dX78HxsXH86sFjuG6/26y46mxSzs2EgH0Cgnp1NiS6HlAvWlkZlwmkRpkDtQ6MjcfWZ1Gco5juDuh0gBpNT//xCftWAQL43N33leoD7WXUf3EJeNTXQbWDhofkSQnPErqIsAyI8nsrEpodq4otvPlApjkU5nOoqNZYjEBWhnKaQ/4GbdsVkztYrjyqmMa9+NBW/ONdPysc9/lhcXXAxWghevlC+27zmu9/xuk4+NpPFfJ29emhGhDUINVpCRwfi9HXinAsndyWHRhltkXHl7lKalXZkFNgaGDuesn65JqMOfMjTMFUtlj8VZC+cggtpGecvQHPKLGbX9QcIi6T/i34HLJNWAwBmFo+1bGuixCzBBX/gjmhnOZQ8tfVZmX5KC0u1yQ3d0jdzES46HMoEQiofUphEeARqOn5WY4Hlk9rx56Tsuc9fWVDerszrXks9y3fpO+xUBNsZvLimpvsWzsfP/r1jwH4F2FmwAAzddlNalvfRJmVmR11SLQyCt89dkteTDvwr3axEGFO3fzM8g712ZdgbUI45CqO1lUL9bgoHAuBmqfdeHA93vSvd2v5doPDO8PNXqtqDmka74505HusuDvU1BNTy1TGIbW+qeg/T1VCGI/tZmUUVH0sozkE5BvJTQhjzPxd1gRqlaLq10wI6DAD5F+9x+VXwjaomr5jJDZTJtt1m67CZSa4QcIhy/1LbQdaNbf6XW1cPIzzty0p5llYpOnf3ZpDxrnG8dCORF1sjPS3sXpB0bFopGiDOfPypKE621devgN//PhdePVjdgTnU7gupGCheIGFw0k45aphlS/fvTw4rflO6prauELZ33LeJrzvmaeT51FRtiiBRFmK6srFvDKH1L7Fh3GgjgaI6uMsBJH91a91xZ6V6LQELt2VvPNSDqnTvKhJk81fWahNe96mg4vjJMRBIyXgD8WWcuPiYcsvxvnhsqGZoTlk+QzY7zvUibn56zR+jNMC1/t5zRU7ceLKOQDooATqy64Srcx1bdtPyWahmY9+INciLbfi1qKVEQXIFoAN1+kmNYfI/GudW68klADCZeZr25jNXbqUK4+pEX/GxgW61mGN23vVo3fg9y7ZVj0DhetPX4uRgTYObl5U6jw5p/A5pKY1ypqlrIBLLVMZh9RlLTt0n0P2c6g5CfXcnMIhIusxYiPVh1U7y/i+dE6YljtlVjYTHFKzcKiLWHdtleO2RUle9/TffaHszTyiijtB9jzdjcKl9kpha8jtTHOIOif5W/2W8jOlTWvhGmZ5lIIc2rEUr7h8e/bdNJNqyqyMLJcoN8jbnpFZ7776+xfiylNW43Enr8SIEu667IQi1xwqFuTy3cvxuit343fOXFcqzyyLEi+84EuhbrSytLlRQsJV8watphoyHDdVtjoDjM0PjUoWyr6gOaSnywQ60AVgVRb5Zdtmdg3jUhsWDeM7rz6MtakTyDLCIWR10D6pM8sXeRY3GZlz4e5h1os6GiW2/nVWfxv/91kHtGOfv/28Qjq1nwg3KytRwCmGa3Fmu+1csOzO+8GjpqtOZjLjag8DnVbmoJ8aA1R8PkNCfNdov1nnnblvull9Ldxwxlr82VUnaWmG0rIO99v9vLiEP/I6JrlZWbOdw7lbFxeOlR223CZ0/syspxOnlnJITT5HJXuHEJEOZR98aQDFeW2UarVSZSmb/zWnrcHTzqxuwaCyZekIvvYHF+FJp6wudd6AYlbmdNVQ8z368gLKr2XUZ19qHqmuPQPOU/3BJtHKvNkCSCJpUhtL1CWlxjGVd9kN9iQtffzoaDK+PmHvSrzvGfuxx/AjZeN7v3iwcIwdUjO1yKOVmcdz5KLkhRdt0dNkCzT9XLnQC/E5FHVDc8iTYYhWVAgdJZJAoQzyQ02B15uv24t337ifvI4tvDcAvOGak3Hd/rXZ9zFjdpGXL2xRkF8z/+xynO16B789cjzsWg5PeVr+gWWXWhqZM2CLuvflu1dUDr1p8riTV1p/azpa2ZhDc8hVzymhRu7cusZzCLgd+Qx8Pi3ku5KPTL6eKu03E74ESvJCfVEUIvIElIGKApQJr2Jz4ls8n6KswNcHtTvs0xzKyhLwiN33omcgI1nZru2rrrnvAH+5piquxZntvkMnuD/6dWIye9Upq3DpruUzQnV9OiM38EjNIYWCMLiuxomj3mSC/0jgZZdux6r5unbyvrXz8ZLD2/Dax51Y6prBZmVEsuect6nUtSR3veJirFkwq3C86tOjznMK4Tz5ldX4MnEF9aCur2uFqNfM++UyWtsFjXhDOFQwTw/OuTtcvGMpPnbrmdgUqBUr5xQC+Xs5e0uY9lHVrtnWtuv4HPJFO7RdP2R6t3vV3GyePVYiWtkLL9pC1n9qvuOaV4wTjth92JI+nG6+jAx0cPIaWikgQ3kdP7v/aOHn6awdLWHhUBfJNsULk0j9wD13XFII2SuTFHzfpIvcEJ9D6rWacgHsFw6pn2sIh6Q02ZFH1RCWFCGOYW0UB9Hkb1c0hzzp7nvoWNC1TOGNsLy30E65LzMDTM/rsmT9RRdvwR8/fpf194LZUM3yuHwOOXeQCUfKphCmCgWBM1GETHOoYFZGv/usXE1oDjXkc0gid7BuPsfvl0mWgXpXs9PIJ9IZpRmhLcnAnnfuc8hbjCDonbTmJt11y6mHTnZnNjPMyuzPw/Z85ILMt8P7o18fAQBcuW91QaODmXz46nkmHKI0h5T+0Sc8GuhEuOXcjXjP0/dnx6oKDnMTI8vvUeKTcp4jCAWFb3x1bQI894LNpa4lsW349FuCF9hwzSNdj/n8ExL3BLaAHWWFTSaUzzzbPA0wtV+pOZzAJ249iH983llB15dj44q5gwCAi7cvNTRJg7IBAOxfvwDrFxYFeU2zdelsfDLw/tRoZfJWzMjJgGWDuqpwyLOBUCWfMu+BEhr6uCINXjQy0M7OOWWdLlxRx77HnbwSA50WeS2qz2w71nrZRmoDc4qHjyXCoSGPJicAbPAIGGeC5hA7pO4ituoTUs9tqqByIrFlqV867tMyMXnu+ZvxP//x2840vgUCPSglJgvHRv2mcJK2wyF1U2sPVwdbZvJVMCtLn1Ee9rpS8Uh8fqR+nQmHPJM1xwJU+xxY+P5OCw8dG8vu3VwINSHGUydxvnpYdEhd06zMcNas4hJwUI6UXf6LQgmJFDJu0xwykhbMyiZw4MudK7uvect5m/DI8TE84+yN+ItPfc+TZ5IXFcr+5ZdtxwnLZuPgpoXkOYC7boX6jwmFupZZx6zhYwOKENJ++9sR3nDNHvI3tdn4srJFHZlOaKryhTGDPuftN+zDZ77zS++CWwr2V84brFNEZoLwadIdT7W7XSaxf/c7pxY1aYm5yPMu3IL7HwnTCnY1P1/fHrIIo/osX8SkbgwptrLedngrHjw2ig//172l8qOFAPaCv+DCLXjKGesyX4oh+ZUZNyjhlxYt0TKO264pRGLuEyr4Gx5IlodnblqIlz7qBAz1tfDWz95jvZ7r1t5142lB15xI5MadELlm+DDhIDzUn46Nm8/ZgAMb3RpJZTWH9HoQXpYqY/P+DQvw0kedgMedvBKfv/tXlnxB9lsmVD/gckidRekL6EB8j/Dh46MA/Ga+APCyS0/AV374G9x17/3k79N5A0zCwqEukmkOmcdDzk3/mpVwZKCDd994WlA47kgo1wrofJ5z/ia/cKiMlFpp0JTJgou2oYlCUdWPEul9vsb+vDVaGcoJAYJ9DjmS3fewoTlkeUYuJ7fqPC/0qUyE5pD63nyPqhDKviGH1LSqdzG9jPzmWhjId3DFnhWlyxOyMJXPoKA5ZE4qIz19E76Qyvoc8l1xzmAHr37MzoIglixDmhnlZ2pkoEP6Ogj1lVY10p4N12TJVh4p9Fo2p54QQb7vzUtGcO7WopP+pHzhk1DXJG86EjoWLpk94DSBlbzpupPxof+616qJwEwufHOGELMyyvQ/SOhbsVy5oMAmSPBfmyJYc6jBzsE2x5g71IeXXnJCsHCo6jyyFQmnmRbpyLjE/dNaympewvqbStV++cSVc/FX156MszYvyuYxNa3za3PmpoWYPdDBh79WTvBH0Z9t3InM5IjSHPL5fvLxwovySK/d1Dju1nlCCDz1wLrsM1CsS1S+lAk21e9kz5fIo5LmkCXtEak5FOC/cqDTwoGNC6zCIdYcYmohLANxiPTWJSg4bf2CoOsnmkPNVuIyEtM60tW+dBSiFmNlF6AhlBU2qFDe7LW8A8ug+Ryy5JlMJu05hi5eHS6HdNOJwMLvXDkHP/3GI9mA24QaaB3M51DX51AeUjPPxzTDUhnotHB8bFSZgOTkZmUCd73iYq9PIIpQrQWAcEht/J5rDqXfs3ss38IywWjDZmVm/vl3+65emXce6nPotPXzcde992PBcDMLeKr85i682Y/OHujgz646CadanOk3icvHhYlL23O64NIwq3vbJ66cixNXzq2XCTNh+LouqSntMmMQqFZvXOc4NYeEO01If0yd69tQyBeVE9M3lBlWVH3kJimriWRC+WZ09a22BWsdwdxF25fq11DK1It+/n8/9VQAwIdf/OHaeUnNofE4xoNHE62S4f5iW6WU4qquq6w+h0rmU9khdm1/Zmk+hWwoQWhx7uDWHCr+KOMuNSGMyczKLMFjTNxtrXZxJj0sHOoiwvgrCannsl7W0cBQ6/ZE+RxSqdOe5QKJispWdgFqIndm1R29Ol2PTTiUmaAEPohQn0PC0TH9eaCvCpd2gvY58Mn82VUn4dPf/gUOblpE5l9WbZZCzcFXKtOsrO7lKbMyVxs9tGMp3vPFH5G7xrJsQoSpuFKEmJVJfCZ1BefrNSZ9ckLgE5jm15bnlcvfnSb5G6IBVRSIubn98DZct39tba0dSYjmEJXm0l3LG7m+D7UsZ3lCBbcy3wFdLVJPUe9tBmweMg589TxIcygqbvbUrVau832amlX7fr/mUPJ3wvqGSdA2695rhzQrs6e3zR/l8N+EYM7lc2iiBH8h/NPzz/JGOJUbd8dGx/FQKhyiNIdIx8oVb9X6/mr4HCp1Xk2hhu26oeUhfQ5lwWyK6TMXDA0MtotTLb/loXO3Cm1tOsHCoW5ia0gBnWi28KxRB33+aapQzvlZ9avLDsMlHKrKyy7bjhNXzsH+DYoGlidPV99tcw6e+ycJK1fIffki0MnoI768ipEmBPlb6LMe6LS0XSbz3TcgG9Ly8GVnXq/u9W8+ZyNueseXsvDEKlQ9f9Wjd+LZ527CyEAxJPC4Q+OoKq6sOoVQ9qbwIfkeEwKw0uUomb4b5gaSkKh4lPaXSwDVaUVY16BjTVpzKFzw10wZ7L9FIhGmf/zWg1jo0ZbKHZk3WbrJhXpr5rtroo9jpg4+QbWcF/Q7zcoQ3GlqfZTjJFe5XOYdQPVFmE8QP9Emp5Nh8Va336b8OLnuy6cNZv5+y7kb8Y93/bxUmXQfdEmGn3nROXj42Bi++qPflMqrm1DzNBMpPDo6OoaHjtmFQ2Tk3Yrv1vaOyg4dA+0Wzt+2BNfuX1Pu+iWvUzxfZH/feM3JuOkdXwIQ0N6yuQElaLOfm2nsN9Cebz1/M3avmosDhr9JG653PBPMymaAclTvyCqXWY8ChQBaHqin/dPcxDW8UdSR9ko/KaNj9oJXjVY23N/GtfvXGmqP1ctqM+WSh0NVUIUQ+PitB7Vzi2ny/KidJYl0kvj4vavI34sOuJXPQaV1U9eMi6LM+zY1lcZqNoCLdyzFPXdcgpGBfPLgijrW144KYYLNstXTCgzfbe4vRCvTyX/WfWRVeWS5Vl9JzaEGlw3y2ZSZUGgaYY2VxE8Vn0MTiRRGLxrp9/ZjK+YNYtX8QawPmJhPVWwBF5iZh29BJM3K+h1mw0IUg4bY2tms/jZ+9+Kt5G/a+Y7fvJpDFSu1P5T9xDaWKldruoh186MdUtvT295By/LOn3fhFnzkOWeWKlMrUs3Kkr+r5g9hy9KRSaQ3FIY0K0s0hxKTo+FAzaGqGji2eU6oprUkigTe/OS9Xm3ewvVrVkr19DM25pvraq6uW6FM9NoOwbGct4d0S74n2NeOcKFhJunC2dYmgfC527BwqItkuzQVfBM0oTkUeq0yVA2bWBaX5lA3lm91ympzkpsJAUq8hBAB/JiMguII2TpnsIPvvvoQbjqr6HzXV6ZQ57yA2zeSls6dTWlsxZo/qw/71s7DNaclOyq7Vs5Jrt+QdLTszgdFExGvCvJmR1YFn0OWxUgvNIe6sWiQOZYSvqnC0Qkc90kHjRMkHAppEa0oPOLl/Fl9+MyLzsXmJSO1yjWZUR8Faw7NbHzNQs5dXMIh0iG1I8/HyuAFjkRme123cBY+f/t52fWoNJKgaGXUYtlzXmhUyqYoc51utdu6d0pt/oXO21SajCJJaQ5NVeRG32+PHHeblVE+hype06o5NEFjRySA1ZZNyxBsUdKEcD+TbE7mmO+QZmUlopU1jeuSvSjPRMPCoS4iq09hMRZwbtaIGqqDVbVsTMoMCPXMylKfQ4TgJddOqJw9kae7rC7hghmtLD8n+VtxjUr/LgSGB9rYs3ouXu/xL9RuRXb18YKAwPK5YgXsitplwPv+8ksvwHtvOh17187HPXdcguVzE/vipqJMUY+ztHAoO696OWzXpA4XHVLricy8mhj4wqOVpWVqsLrUFaxPpO8E6r6LPoe6Wx5X7sm1p/9EKJQpvh5iGsTXLqVZGWXeqo4BpRbZQRuLeqJOS2TRYvOuxTIv6NKKIDQqZXPXK39O02WrKzyhzMoEgK1LaeG77Z6bXMhOBnO9ppAarvf86mE894LN2LxkGKcRQR7oCLXVnoPtrKbWZ/7rC3zolgP4zIvOqXh++tcQBvmeh2s563RIXSJaWePtd4ablbHPoS5Spx/NFzj1KmHTC51Sgo4al+6kFxqlfA6lfxuNVub4bcGsPuduuM1kqWwoe6CoxWESiaRjev8zzwjO03Wd7Lvmc0i/Xpl8JN1Qu6zyvmUnXlZt14Zr5yMUKWispaFTONWel98hdVqu9HsTDqmDo5V1oZ7IPCs/3wkc90kHjROlORTwkqJIsPmUwlTfLWeaw1cVjqdmZS7zb4Fi+3Llm/v8cLNopB+/eOAoAH3zKo+gS5/XLXOJ7B6V7L/6sgsb0+g1KTfv7U4ZbP3m089aj7/69N3e8+lQ9gJ///T9+MlvjpC/qZy9ZRH+5Vu/yN5pE8/aNaZOZN/43pv2Z64nqrJ2Ya5Bs2PFHHziuWeR6UizsqpTix4PH0Ik0U5nE74wQ8+Xf7V78a0T0gQuzXvq2exdMx/A97BnzbwKpa2H611NJyGpDRYOdRHbQB7SRVPn1uncQ0992w378N2fPegtVwh1JhqdAJ9DTaoOuYr6pZde4DzX9l7k4VIbg4GdbF0K0a6Urzbn1GUoRiurlE1tfv/SEzCrr40LTljSSH7aeCj0v6Hku8Y1hDDmd0dWfrOy5K8UoMlJaZVXlguaws7uxg5Mvrvlz5sq5YSalRHHzJ3eXk5EWuYkkLEyUbu/zOTA1y7+7Ekn4Q3/cjcZ2VDfgS+zeRSW7qPPORP3/uYRvPdLP8R1itPa3McbTbd2xPNQ9jlzBqstUMMuWOGUhjs6W3Y3n7MxTDhECD+ESJ4b9ezMceLN1+3FsbFxvO2z9wBoRns6JALoRLBvbVHDpyz9qVsG1XcORROuBHxM1Py4UQ1tdZ1Q4/quefQ5WxfjP196AebNcgfD6Aaue2LNIaYWVRePQD6I19Yckou1wM7nnC2Lcc6Wxd78QqhT9rVpRKDFs/trlSGU0AnaY/esLByzmpWlf0tpDnl+b6pPKoYhpX/zXc4mGOtG51lFOLp4ZAB/+LgTmyuEcltUpKsQxiv4oioUw/H+THw7bAUzMykcquGROnQimu9kV3sW7t2dEvlUunp3MB97t8oW8swTnyiT6el0l1devh3rFlZzqM0+h2YWvv775DXz8eYnuxexkSAcUjvamypUcrFwuB8Lh/uxM/W5J2nCcXSV3mCi11Jlrte9dksXIrRopkPqRFvDfrZZH9utCO1W1Kj29HTTmPjmKy8uCLz+8uo9OD42jue8+ysAmp7L0nlN1NBRdyzPNryh91uhZmXSp9MNZ6wlS0cRKhhq3K+p457mdlOwPUlg4VAXsVWtkA5WVsymOuOmGs5ECYeuPnU1Vs0fwkEi7OCW1MRrZQ3HagUCinrPHZeQx13KTUC1Z2bdhW5MOGROPGhtoaqvsBsO29S5Ta/mKOQuUmmzMnle9XIUzAIdDyTUwbEr+lpwuYy8fPh2siuVoWbf2evprzmJ75a6fqhZ2TRbDzi5dv/ayueybGhmUaddZBtHlLNbR765Bk61i/scUodQbbOz3iZAWapcp+mS2YoQOi51IneU0UK+lnFbbl41oTnkNCurn/2EI8PZqxzeuQw/+NVD2XfqlivPLaxzr4kZPZqaltu0z31sWzobf/jYEzW/WU0LHJvKzVas9960P1NemM6wcKibEAP50w6sI8MlmlA22jWK0BhlGnLdxa8tTOM1p63BzpVzsXvV3OoXKFyv+rl2s7Lmo5U11ZG6NE80E7OqZmXGaU2YXEyGxRf1NMo+oaoaR65runIqaonRL9/UdKvyvMveUl0fF7tWzrWWISj8KdF2J2IBs2r+IL79swfJybapiditXffFqZPag45wuC0hpt1ucbdYmj5PZmbQRLugNIdc1L1ips0+wUt5V0QiIAkk0eQCeTL0WLYyhL5vU3PIV99sv9fSBLbkRTGdhgk9Ym/xxqreq+20iTMra+4l2VxRUHN91cXGtmWzyXwmW/0x+8i/vm4v1iwYmtbRWFVYONRFMvmOUscefdKKsHMb2OFRaWrgnSjNIXcZRKOCIaBeWf1mZeF5+SZtTT1RlzZJE4vREcPh3XQxuWhioiDbYp2Buqg5JPMupjUndDbBYBOOsnPCXnidfu7LL70A8wmVY5lVSJueN5Scr+4gTsQc5R1POxVfuufX5M6l2Z90S1i1Yu4g/v22c7F4xC7U6Fb0oumGTauUmX6M9LfxwNHRLBpZHSJRTlBTdyHVhOaQ5PDOpfjI134alJbyOaRC9eN1KDOf69bUxCqsCdUcMoRD1FgRkq80m7LNU8vg8jl02nq3757pRHXNIfq8516wGa/9+LfqFCmIulM7tQapzyA06iKVpCE9iMaRZd22bDZef+VubJohQiEJT/26CLVgC+1T8h2eHBl60ce7bzwNL7hwc3p+0yp7JTSHJpso2EGdkloH3UxaXn7yZ49WZs+rjLNAl1lZE930ynlFJ5zTAeoRl128Z1HB6kQrK3y35+XTzjHLX0+jSe5ShqXPzcrKX3Ooj54s55pD/jxf9ZgdePll23Hqutw3yER0W4tHBnBo5zLyN3PR2U1/HcvmDDrrYVnNBoaZ7vzVdSdjz+q5WDRc9Ido4/bDW/GBm6kIo2U1h+o1xiZCylcpQ9bPT5hZ2cScUyW/YM0hQzI/0PFEHbX8LDeHGjErcxR++dzBaSMk97kKqFpVbOfdfM5G/L8Xn1sx1xLXb1JzyPqliMtyoGlFiKY5b+viGScYAlhzqKtQg2jowEotbP7mKacEnXva+gVdk+I3Fcr+Y7ee6Y5ENsHU6Zikj5DXXbkb//69X2HF3EHteJmsfeUwf9+9ai6+8sPfACgnbHAlbWIxuqILwqFZAeaY3YZu0+XIfA7VeM7mRNBVbwpaYt68ywl4qHJMRCh76+Q7vcMQrZfZAx08+fS15Pm9oqA51MPytGaYzyGG8XH6hoV4/zOLvhBd3HhwA3k8Eu7IoQWITcMyNCmkKTM+TLQD1zK31y1/L7Z+O7Q/N8dtGV3LhqxH5nlNhrLvhi/JyYjvNiublTnn3ZP/2ap1SPNN6qnT+WnFdHU2COlrNIOch82EyGQUvV9tTWNIFbpQzaEsffJpqK/VuOptFcr0X65GtXXpbOtvvaBOxyQ7kROWzcblu3OzQdlXldMcKqfl8c6nnYrv/vxBXP4Xny2lOeS6ThMTx5XzGnQWnvLMszfg9f/0HQA9XDA3oDnUSLSyEvdvanGZ5c3CzzfgC0nmFRoZRQpwqviksj2/MppDrvN7RUE4VEG/90PPPoA7f/Lb2mU5a/MiMhQ3wzD1SaIB6jijldXsm5oY28tuAADAktQf10R1rVXmBxOlORQ6TesYkSEGLZqyEjlu97f182Q2TUQrmykLZX/0rYpziy627YlAXdOoxfVVi/w86tdmNYeaykfOw8qsq6YTLBzqIrJKqQuf0IrbhPpvmeuF51dGO2XqNKp6mkPJX3NXJQ/7WKIcvt+NBLP621iVRm0rs6vjejdNvDWpPdUkA50WnnZgHd78b99vxMF1FejIFeXyyCPV1HjSxqmu+jtnsIN77rgEa1/8YerU3BQM+k5JJYfUKHeu7E+qzFu7JRzqNUXNofLsWDEHO1bM8Sf0cMWelbXzYBiGpqrZZtXFaa45VOn0Ap+//Tw8fGzMm046v//tkeO1r/mEvSu9WsSlNIdqlqcsoe/OdEjtMysbSwdRUzgkx8FuRyubTnTrLl2vfio9WQH9XkLrNJWKcqEyGZDm/S0zus4MgYVDXYR2vhXYiIwFzqKRcPt2iqZU7so0kxkyjuDll23Hyz54Z0FDQy62y0xUfJGiqAWvVPUs53PIX4Y6FJ7FNPFITTqkLjmsZY6fa2kOGd9LaILZkqoRJZLv5d+ZDPG5M1AwkU9cq2gO0ccnyq9FtyhGK5va98MwDI0Q4f2zlqbi9eSGRFNdypLACH1LZifz1yaceP/R43Z501TpM5vWRrY7pA473wxlP+hxSN2XCoXO3bpEOy4FOo1oDs2Qsagnc4gp9mjVZ+St04661/RtN7XUGG9gnj6VYeFQF6kT2UimG+xr4U+fsKuyD6Gm63W5sOxTp1HVWYAd3LwIn3rB2YXjueZQmWfm+Z04JneMWiVCCzk1hzxleN8z9uMvPvU9/PM3f25N44usUZdemZW5dj5CacTnkLmgqJ5VMXpZjbZwyrr5+MRzD2LT4jDn+XJTpsrE1VbOXGOzGr3utswF1ESW5w1X78FdP31g4i7IMDOYstqjrm7ydy/eind87gfu62W79PU3Jspo77oiInaDyTDztDukrqo55J5TzR7o4NMvPLtgBpxpArPmUDDdus2p7nPI1uS1ohNpZJ2nNrDzCIr17r/px8c+h5gJJbSeqR1FE6r9TZnhTIX+qwrUfb3i8u3YGLjILZu3Na3nd9cAUka7zDUp9ZX35DXzcdH2B53CIZOm9IZ6rX+kPv8qmmHJeWledaKVFQQ6Zc6lBUtN7bhsLhHZIdMcGm/m2iplNZ9uOmsDti4dmQQOqfWHMZGTxkM7l1mjqDEM0yzkZkPFE59x9gY842za8bXE1Zf83dNODblypTmgT+ulaUqZlXVpUlG32zaFQz6H1ACwZsGswrE62rm2vKY73bpPp4Z3V67YHYq3IZybco87eSW++dP78bwLtgTkVY1uOaRmn0NM49CO+wLNypoqwwSpyk51qLu6bv/aWnlWi/YkK43t9+KxxSMDePVjduA8Q53YeR3nb/53HOJb5uZzNuCNn74bY+Nx1yZgE41mZy0d6VU0K2vSIXWt55tVuYl/SbK+jzVYQao+1xcf2goAOD7WBUlVCUyzMmbyctuhrdi1am6vi8FMUWRf9Z1XH8Kml3zUf0LNriHfpS/+dvrGchHYynTZJZSaG6GSFkLDU9u6c++CWZnHIbWNdoNmZabAqi6/d8k2HB3t7XhL0a1ljnPePQXWVrY5ok9+MtBp4VWP3kn+lvkcauj2m8pnNN2kY80hpnHIsNcVNIeaYLoszrvFZOmYzWL0tSIcUxartmJefeqaUtdxTdaCJnIBj+uFF23FktkD+P0P3BlcrgYuO+GUrTpy7V/nXuz+dvLPTz2wDv/bY2agUsWBel1kJJUmfVLRQvkS5zdWkmqYsqHpKpCfDjz9LLemBsO4kP14pxVBiKTPcs1F+lOnxI9WoqKWu57c0JhY2jWlQztWzMZQX3eWK92aGtfttk1HuAPtas8wyoRD9coDNK9F8bQz1zeaX1P0Yj0wFUZ52xxRVHSsn+RVbZO128hNulqBY6YwLBzqIrRD6urnVmHBcB8A4NytixvJb7o2lG7clVzw1jEr+8hzDuDfv/crvDQVsDTVgbqjlYVoDvWGXss4KbOysov3JjSHQl7ASx91Al76qBMCsvJrgXWLJiOpmPQqol1dRgtmZT0qCMMwXaXsInSg08J//cGFmFVRUJLv0lfvVOYNJXPKNQuGgs9p1dQc+tCzz6yXQQBNd7N1+21Tc6iqH8csyEkDGzDDnihxALBr1Vx87+cP1r5WL+mFz6GptAdkc01QLTOZZ51MmofNypiuIeuUuvDxDcoXb1+Kj93508Yk1wuH+/Eft5+HBcP1op1Jpmsz6UbHlPmWKZF5Hq0sOXvj4hFsXDySCYea6qfqOKTW0gama3qh3quBhBT4lixL9iRqyYaaewBZ+XsgSxGZcKi5ix/ctAgf+MpPSvk+osrUK0z/S70uD8MwzZJvEOTHrj51Nd7xuf/29uyzBzqVr9uE5tCp6xfgLU/eizM3LQo+p0ywjImme5FU7U/5hjPW4oIT3G4ATHOWqmZl1DqkKiMBde8DN59RKe+v/P4Fk8bCoWs+hxx1YiqM87b3U+d5TVbN6CyU/STuu7oJC4e6iJT0Hx0dy475msHrrtqN3x453mg5FgeGGw1hsjbkunSjYx6vojnkSdtUOV3vMUQAJTIhliddiTJNBdTnlqvDlsQIGV+FJqtrLhvS3+ZETNSyiWuDqkOPPXklztu2GHPTHe6y9LrOsuYQw8wM1PHkFZftwO9dckJXtbOzdU7NS5y3Ldy/ITA1wkE3PQd0ZfeyS7d7z+9rR3jVo3fgvV/6Eb76w99UNytrcANmoNO9hXLV8bobdM3n0HTRHDK/C6Cdqgf2l6ynwvhbnWYnrDNdc2hmisQmCKn6+/AxRTjkqWf97daEh/0sw1TqwHpNpVD2nrTNaQ65S+FjplYD9b6fde5GAMCyuYN0YgvbV8wGUFQbL0OTQtqCirD02TMBqkTdMiurM9HsdR9nPoupsKM40zhzUznnvQxDoTbtKBKVTYdC6ZXPIdN/zmTi9sPbsHvVXOxbO6/RfJu442tOW4OV6fyiv2LdkHWsiTF2poxF3dMcqvbbVODwjqV41jkbcdvhbaXOa9whdUNPcpR9DjHdYlZ/0pk/dHQ0OzbZnG6VZWqXfmKRY3EpzSGPvKCpwdmVT5jmUNh1ZPjVgYAwrDY+9YKzJ83Oo1qMx5y0Ajefs7F0Hm+6bi++87MHKquJm+Voil6odMu61j3V/vL0egL8rHM24s8/9d2eloGx881XXjxjdxOZZpB9TK/6GvW6I/1tPKDMUZtiuL+NB9N8J8v4TbFt2Wz8g8MU6s+uOgnrFhZDxNuIRCKIaerdSsuDwUngc2im0LXq6tQcmrxtRGKrQZEQaLcivOCiYqh6H5nmUBfu/23X78OcoWpmuOMzXHOIhUNdZFbqvO2hY4pwaIrXs6nQgU0WHnPSCrzpX+8OcuInmain6+rvQt5xaDV4zJ4V+NFvjuDpB6tHpVAnZr2e36jPpmpTmD3Qwclr5tcrR62zdWR4WhkJJ3NQPQHPOg9l3/1rTRVecNEWvOCiLbjhbf+BT33rF70uDmPQbe0OZvpD+RyamOsmf9XLfuqFZ+M3Dx9r/Fqfv/08jMXSb8fUnTdeumt5qfQiDTvX1C3LUO91HVKPdSPqwzSlFz6HutVEXnTxFvzRx77VSF62IDt1Hlc3tRnPqRGIaWx86vdddWDhUBeRwqGHj455Uk4dWDYUzosv3opbztuU1YMQJkr4VtvnUGBX3mlFeN4Fm0OLNaXopRZgk9Vk98q5uOXcjbj6tDWN5+1DDry8q1nkDdecjF93YdHGMMzkYKI326SpsHrZhcP9WNhQwBIVdd4zkxZYuQ+VZu75WCocGuyrGso++dtk0IfpTtcUh1ybsl266jPP3ohLT1yOH/764dp5DaWuUubP0s32a3VjzTkdapSZ7nOIhUNdRGqMqD6Hprr94nR1SN0NokiU0hoCVDObLhRIvY5jntGpG3d2htDLptzkoiKKBJ53Ya4OvH35bAiRTCq6TR5JhSeuJgOdFpbNKefPimEYZrIxk4RDyRw5bmyT5dhYqjlU0TS/W379pjMh65wVcwdx+e6SWmWu37rYRFbNH8Kq+UO18zlj4wK86tE78JiTVmjH66wL88AuzTyApnxlss8hpmsMpT5FNLOyXhWmIaZ6+Sc7tg7ysXtW4n1f/lFj13F15lVt22ccvRQOdTHvuUN9+P5rLuniFXJylffu5P/YPSuxZkH9SRHDMMxUp0qQjCaYScKhphf5xxoyK2tKO/fjtx7Erx462khek5WQd/jZF59bId+p3Q6EELgm1TDXjtfKs8bJXURuWLLmENM4UmvkoaOjSM2QJ21DCIU1h7qL7fG+9nEn4n9csaOx6ziFQzUcJc8ketkWpvokQyJ3ZbqlOfQnT9jVlXwZhmGqcnjnMrz3Sz9CZ4KjeGXCoQkePmbSAivzoTJpfA4lf5vSHNqydATASDOZTVK6Nb/qleZQt6nnc6h+HlpZmopWNsY+h5guIW2ux+OkAcSY+tHKpnrxpypRJNAfNSe0cQk2+tvhZmUTbQ00EeHVQ+mlhtV0aYaTMVoZwzBMN/kfV+zE7x7amkXznCh6NX7OpE1FeatN3fNxaVbWqWbun4ey5zG217iqxFRuI3WEablZ2eQi9zk0M91szMy7niCk75bFI/1K6NJelqg+M1SIOmFkKsBdv479t+mildJtehm1yJxIyJ3ZOYPVwnb2CvaHwDDMTKPTirriBNpHrjk0sWM8aw5Vp65ZmXzXLBvqPS7lgKncQpowK5tsy44XXLQFy+YM4ITls3tdlJ7AmkNd5h1PPRUbFs/CmX/4KQBTuwMAWHDQbSbq8Tb1Hie6Okwmzbteqpuaz33x7AG88tE7cMG2Jb0pUEVEJhzimSvDMEw3kf7Xnnn2hgm97kxy6tp0tDJpVlZVUzniMXZKMJXXVrU0h6RwaBLN7QHglHXz8e+3ndfrYvQMFg51mQObFgJQFnOTq/6XZgaN8T1hoh7vVH2Pk8msbLJxLeEocLLTtD8EhmEYhmZkoIN77piYYAMzlaY1IepqDrVYODR5cIayn7rUW080o2nH1btZ2Kxsgmg6XF+vmOrln+xICfzike6qnDe1k9erDnkq77I0wXS5/aYjqTAMwzBMr5Bzq6aG6KOjYwAa8DnUpYigTDiuedtUntPVWRdmDqmbKssUfo6TCdYcmigmqV1lWaZ6+Sc7rUjgfz1xN/aundfV69SVDXE96C1N+zXoFbIejrHqEMMwDDPFyYwEGnNInYyNdUPZs+ZQ73FHK5u6k7k6RZ/Ctz2tYc2hCWYqe6QHuCFPBI8+aQVWzhvq6jVGBuo5LuZ5Rm+ZLu3wsSevxKr5g7jqlNW9LgrDMAzD1KLpOb7UIi8TRVZFBlviOVvv8QmA3njNyRNUkmapJRyaLpoT0wwWDk0wU736s1nZ9GDzkhG86dr6AxH3571hsob/LMuyOYP4zIvOxar53RWGMgzDMEy3yaKDNeQf8X3POB1//qSTKmuWsObQ5MH3Bs/btnhCytE0zTikZiYTXrMyIcQqAH8LYAmSCNtviuP4dUaaFwK4WslzG4BFAGb5zp0p5KqmPS1GbULMkT5323mZEz1m8nLh9qX40LMP4Ae/erhyHhM93+D5TUJmpz3VOxSGYRiGmSbIsbmpucqq+UO1Nk8WDSeaR486cXkzBWIq45uuTdXZXBPlZofUk4sQn0OjAJ4fx/GXhRAjAL4khPhkHMffkAniOH4tgNcCgBDiUgDPjeP4PiFEv+/cmcJkDddXlpDF6NI5AxNQEqYJdqyYgx0r5pQ+j2USvYWfP8MwDMNMLjIH0JNktTpvVh/ufPlFGOqr5rOIaQ7f+m+qbvbVMaXMA3kLLBzuxyh7Tp8UeIVDcRzfC+De9PMDQoi7AKwAYBPwXAXgXRXPnbbkdpW9LUddpmoIdKYcH77lAH7620d6XQzGyvQwK2MYhmGY6YKc608S2RAAYFY/xx6aDExbzaEGCi4E8Pnbz+tpGZicUj6HhBBrAZwE4POW34cAXAzgfWXPne5kmkNTvAJPVck2U47ty+fgvG1Lel0MK72uhVuXjvT0+tOlP2EYhmGY6cLq1ASs3eLBmSnHVJ3P1Sm2uqZsRQIt1kCYFASLk4UQw0iEPrfGcXy/JdmlAD4bx/F9Zc8VQtwI4EYAWL16+kWuEcZfhmHKc+7WxXj7/7sH+9bO71kZvvCS8zHc4524LJQ99ygMwzAMMyn4q2tPxr/f/SssHmH3CoyOV3NICFy2azkev3flxBSoIWxKA/3tCEcD/c/yTHZyEbTCEUJ0kAh33hnH8fsdSa9EalJW9tw4jt8E4E0AsHfv3kmkkNkMeQQDhmGqcnDzInzvfxzu6e7CojS0bC/hgZRhGIZhJhfzZvXh8M5lvS4GMwkJ2cx7/VUnTUBJmsUm9Pri752PsfGwVS87pJ5chEQrEwDeAuCuOI7/1JFuDoCzAFxT9tyZgKz3XIEZph6sdqoMpPwoGIZhGIZhJjVT1WzMh80h9chAJziPplyWTNNHPOGEaA6dAeBaAF8TQnwlPXY7gNUAEMfxG9NjjwHwiTiOH/KdG8fxR2qWe+qRSYd6WgqGYaYBooJD6nYkMBq4i8MwDMMwDMMwLlggM/0IiVb2bwh493Ecvx3A26ucOxMY6mvhgUdGe10MhmkUFjX0hioOqf/1Refg3t8e6U6BGIZhGIZhpgFvuHoPVqXOxZtiui6Gm4pWxkweOL7hBPGu3zkNH/36TzFnKFzNjmEYhqLKQLp87iCWzx1svjAMwzDMjGbNgiH84FcP97oYDNMIh7rgN2q6Rnuuc1/ZRue0FZ1NTVg4NEGsXzSMm8/Z2OtiMEyjcHfeG6brJINhGIaZevzj887CODvVZBgr03XWVmc62pRQKGY7hkZh4RDDMJXh7rg35P6op+t0g2EYhpkqdFpRr4vAMJOa6bqn18RtNfVspusznmhYOMQwKa993IlYs2BWr4vBMF5kdAgeCBmGYRiGYSY301Xj2xatrAxNPRlWXmwGFg4xTMrj967qdREYJohpOsdgGIZhmNqcs2URb/YxzATADqmnHywcYhiGmWII4y/DMAzDMAlvu+GUXheBYWYEddwbNOWQml0sNAsLhxiGYaYaWSh7HhAZhmGYyc2br9uLh4+P9boYDMM0DGsOTT9YOMQwDDPFyHwO9bgcveBTLzgb7Wgm3jnDMMzU5PwTlvS6CAzDdIEmBDt1fQVxtLJmYeEQwzDMFGMmi0bWLWQ/EgzDMAzDML2mlllZg+UAWAOpKTj2JMMwzBRD5IbaDMMwDMMwDDPhNKHIXVfz57T1CwAAm5eM1C8Mw5pDDMNUJ+a4kT0hYtkQwzAMwzAM00Pq+L5sStPnij0rceamRVg00t9MhjMc1hxiGIZhGIZhGIZhGCaYybJJyYKh5mDNIYZhKsPRsnqDVNji588wDMMwDDP5ObxzKS7btaLXxWgUnoZOP1g4xDAMM8WQxnw8KHeHVz16BzYsGu51MRiGYRiGmSb85dUn97oIjVPPrCw5lz1UTC5YOMQwTGXY51BvYdlQd7jmtDW9LgLDMAzDMMy0Rc5heSUxuWCfQwzDlIbNmRiGYRiGYRiGYaYPLBxiGKY0rDHUWwY6Sdd9cPOiHpeEYRiGYRiGYZjpAJuVMQxTGdYg6g1DfW386wvPwZI5HJ2BYRiGYRiGmZrwfvPkgoVDDMNUhjWIesfqBUO9LgLDMAzDMAzDlIf3lyclbFbGMExpWGOIYRiGYRiGYRhm+sDCISaIbctm97oIDMMwDMMwDMMwzDQh5nhlkwo2K2OC+OCzzsDYODdeJoHNyRiGYRiGYRiGqYJgu7JJCQuHmCA6rQidVq9LwTAMwzAMwzAMw0wHeL95csFmZQzDlIZ9DjEMwzAMwzAMUwVeSkxOWDjEMAzDMAzDMAzDMAwzg2HhEMMwDMMwDMMwDMMwzAyGhUMMw1SGzYQZhmEYhmEYhmGmPiwcYhiGYRiGYRiGYRhmQpAuhzgC8uSChUMMw1SGfckxDMMwDMMwDFMGdkg9OWHhEMMwDMMwDMMwDMMwzAyGhUMMw1SGFUEZhmEYhmEYhqkCW5VNLlg4xDBMaVgTlGEYhmEYhmGYKgheTUxKWDjEMExpWMjPMAzDMAzDMAwzfWDhEMMwDMMwDMMwDMMwEwpvOE8uWDjEMExpWBGUYRiGYRiGYZgqcLSyyQkLhxiGYRiGYRiGYRiGmVDYIfXkgoVDDMMwDMMwDMMwDMNMCKw4NDlh4RDDMAzDMAzDMAzDMMwMhoVDDMOU5rxti3HW5kX43Yu29rooDMMwDMMwDMMwTE3avS4AwzBTj6G+Nv7mKaf0uhgMwzAMwzAMw0xRYo5XNqlgzSGGYRiGYRiGYRiGYSaGNFwZO6SeXLBwiGEYhmEYhmEYhmGYCYEdUk9OWDjEMAzDMAzDMAzDMAwzg2HhEMMwDMMwDMMwDMMwEwpblU0u2CE1wzAMwzAMwzAMwzBeXnflbvzo10d6XQymC7BwiGEYhmEYhmEYhmEYL5fvXlE7D8FOhyYlbFbGMAzDMAzDMAzDMAwzg2HhEMMwDMMwDMMwDMMwEwvHsp9UsHCIYRiGYRiGYRiGYZgJQaTB7Fk0NLlg4RDDMAzDMAzDMAzDMBMC+xyanLBwiGEYhmEYhmEYhmEYZgbDwiGGYRiGYRiGYRiGYZgZDAuHGIZhGIZhGIZhGIaZUNgf9eSChUMMwzAMwzAMwzAMw0wI0uVQzC6pJxUsHGIYhmEYhmEYhmEYZkJgh9STExYOMQzDMAzDMAzDMAzDzGBYOMQwDMMwDMMwDMMwDDODYeEQwzAMwzAMwzAMwzATCjuknlywcIhhGIZhGIZhGIZhmAlBsNOhSQkLhxiGYRiGYRiGYRiGYWYwLBxiGIZhGIZhGIZhGGZCYauyyQULhxiGYRiGYRiGYRiGmRCesHcVdqyYjev2r+l1URgFr3BICLFKCPEpIcQ3hBB3CiGeQ6R5oRDiK+m/rwshxoQQ89PfLhZCfEsI8V0hxIu7cRMMwzAMwzAMwzAMw0x+Fo3040PPPhPL5gz2uiiMQojm0CiA58dxfAKA0wDcLIQ4QU0Qx/Fr4zjeHcfxbgC3Afh0HMf3CSFaAP4CwCEAJwC4yjyXYRiGYRiGYRiGYRiG6R1e4VAcx/fGcfzl9PMDAO4CsMJxylUA3pV+PgXAd+M4vjuO42MA3g3g8npFZhiGYRiGYRiGYRiGYZqilM8hIcRaACcB+Lzl9yEAFwN4X3poBYAfKkl+BLdgiWEYhmEYhmEYhmEYhplAgoVDQohhJEKfW+M4vt+S7FIAn43j+L6yBRFC3CiE+KIQ4ou/+MUvyp7OMAzDMAzDMAzDMAzDVCBIOCSE6CARDL0zjuP3O5JeidykDAB+DGCV8n1leqxAHMdviuN4bxzHexctWhRSLIZhGIZhGIZhGIZhGKYmIdHKBIC3ALgrjuM/daSbA+AsAB9QDn8BwCYhxDohRB8S4dEH6xWZYRiGYRiGYRiGYRiGaYp2QJozAFwL4GtCiK+kx24HsBoA4jh+Y3rsMQA+EcfxQ/LEOI5HhRDPAvBxAC0Ab43j+M6Gys4wDMMwDMMwDMMwDMPUxCsciuP43wCIgHRvB/B24vhHAHykQtkYhmEYhmEYhmEYhmGYLlMqWhnDMAzDMAzDMAzDMAwzvWDhEMMwDMMwDMMwDMMwzAyGhUMMwzAMwzAMwzAMwzAzGBYOMQzDMAzDMAzDMAzDzGBYOMQwDMMwDMMwDMMwDDODYeEQwzAMwzAMwzAMwzDMDIaFQwzDMAzDMAzDMAzDMDMYFg4xDMMwDMMwDMMwDMPMYFg4xDAMwzAMwzAMwzAMM4Nh4RDDMAzDMAzDMAzDMMwMhoVDDMMwDMMwDMMwDMMwMxgWDjEMwzAMwzAMwzAMw8xgWDjEMAzDMAzDMAzDMAwzg2HhEMMwDMMwDMMwDMMwzAyGhUMMwzAMwzAMwzAMwzAzGBHHca/LUEAI8QsAP+h1ORpgIYBf9roQzITC73xmwe975sHvfGbB73vmwe98ZsHve+bB73xmwe+bZk0cx4vMg5NSODRdEEJ8MY7jvb0uBzNx8DufWfD7nnnwO59Z8PueefA7n1nw+5558DufWfD7LgeblTEMwzAMwzAMwzAMw8xgWDjEMAzDMAzDMAzDMAwzg2HhUHd5U68LwEw4/M5nFvy+Zx78zmcW/L5nHvzOZxb8vmce/M5nFvy+S8A+hxiGYRiGYRiGYRiGYWYwrDnEMAzDMAzDMAzDMAwzg2HhUJcQQlwshPiWEOK7QogX97o8TH2EEKuEEJ8SQnxDCHGnEOI56fE/EEL8WAjxlfTfYeWc29I68C0hxEW9Kz1TFSHEPUKIr6Xv9ovpsflCiE8KIb6T/p2XHhdCiNen7/y/hBB7elt6pgxCiC1KO/6KEOJ+IcSt3ManF0KItwohfi6E+LpyrHSbFkI8OU3/HSHEk3txL4wfy/t+rRDim+k7/T9CiLnp8bVCiCNKW3+jcs7J6Vjw3bROiB7cDhOA5Z2X7sd5Lj81sLzvv1fe9T1CiK+kx7mNTwMcazIey2vCZmVdQAjRAvBtABcA+BGALwC4Ko7jb/S0YEwthBDLACyL4/jLQogRAF8C8GgATwDwYBzHf2ykPwHAuwCcAmA5gH8EsDmO47EJLThTCyHEPQD2xnH8S+XYHwG4L47jO9IJ47w4jn83nWw+G8BhAKcCeF0cx6f2otxMPdJ+/MdI3uMN4DY+bRBCHATwIIC/jeN4R3qsVJsWQswH8EUAewHESMaDk+M4/nUPbolxYHnfFwL45ziOR4UQfwgA6fteC+BDMp2Rz38AuAXA5wF8BMDr4zj+6ATdBlMCyzv/A5Tox9OfeS4/BaDet/H7nwD4bRzHr+A2Pj1wrMmuB4/ltWDNoe5wCoDvxnF8dxzHxwC8G8DlPS4TU5M4ju+N4/jL6ecHANwFYIXjlMsBvDuO46NxHH8fwHeR1A1m6nM5gL9JP/8NkgFJHv/bOOFzAOamAxgz9TgPwPfiOP6BIw238SlIHMf/CuA+43DZNn0RgE/GcXxfOon8JICLu154pjTU+47j+BNxHI+mXz8HYKUrj/Sdz47j+HNxsqv6t8jrCDPJsLRxG7Z+nOfyUwTX+061f56ARABohdv41MKxJuOxvCYsHOoOKwD8UPn+I7iFCMwUI915OAnJ7gIAPCtVU3yrVGEE14PpQgzgE0KILwkhbkyPLYnj+N70808BLEk/8zufPlwJfTLJbXx6U7ZN87ufPjwFgKodsE4I8Z9CiE8LIc5Mj61A8o4l/L6nJmX6cW7j04MzAfwsjuPvKMe4jU8jjDUZj+U1YeEQw5RECDEM4H0Abo3j+H4AbwCwAcBuAPcC+JPelY7pAgfiON4D4BCAm1P15Yx0h4ntc6cRQog+AJcBeG96iNv4DILb9MxBCPESAKMA3pkeuhfA6jiOTwLwPAB/J4SY3avyMY3C/fjM5CroGz3cxqcRxJosg8fyarBwqDv8GMAq5fvK9BgzxRFCdJB0Qu+M4/j9ABDH8c/iOB6L43gcwF8jNyvhejANiOP4x+nfnwP4P0je78+kuVj69+dpcn7n04NDAL4cx/HPAG7jM4SybZrf/RRHCHE9gEcBuDpdRCA1LfpV+vlLAL6HxP/Mj6GbnvH7nmJU6Me5jU9xhBBtAFcA+Ht5jNv49IFak4HH8tqwcKg7fAHAJiHEunQH+koAH+xxmZiapHbLbwFwVxzHf6ocV33KPAaAjJbwQQBXCiH6hRDrAGwC8B8TVV6mPkKIWamjOwghZgG4EMn7/SAAGdHgyQA+kH7+IIDr0qgIpyFxgHgvmKmGttPIbXxGULZNfxzAhUKIeal5yoXpMWYKIIS4GMCLAFwWx/HDyvFFqTN6CCHWI2nTd6fv/H4hxGnpXOA65HWEmQJU6Md5Lj/1OR/AN+M4zszFuI1PD2xrMvBYXpt2rwswHUmjXzwLSeVqAXhrHMd39rhYTH3OAHAtgK+JNCQmgNsBXCWE2I1EdfEeAE8HgDiO7xRCvAfAN5Cord/MUYymHEsA/J9kDEIbwN/FcfwxIcQXALxHCPFUAD9A4uwQSKJbHEbi0PJhJFGumClEKgS8AGk7TvkjbuPTByHEuwCcDWChEOJHAF4G4A6UaNNxHN8nhHglkgUkALwijuNQB7jMBGJ537cB6AfwybR//1wcxzcBOAjgFUKI4wDGAdykvNdnAng7gEEkPoo4itEkxfLOzy7bj/NcfmpAve84jt+Cou9AgNv4dMG2JuOxvCYcyp5hGIZhGIZhGIZhGGYGw2ZlDMMwDMMwDMMwDMMwMxgWDjEMwzAMwzAMwzAMw8xgWDjEMAzDMAzDMAzDMAwzg2HhEMMwDMMwDMMwDMMwzAyGhUMMwzAMwzAMwzAMwzAzGBYOMQzDMAzDMAzDMAzDzGBYOMQwDMMwDMMwDMMwDDODYeEQwzAMwzAMwzAMwzDMDOb/B7oK4LQ9iKUmAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(mmtime[:-10])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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